{"meta":{"query_hash":"239a85c03ff9","filters":{"venue":"The Ocular Surface"},"cohort_total":69,"direct_labels_cover":0,"predictions_cover":69,"exported":69,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/239a85c03ff9","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Ocular+Surface"},"results":[{"id":"W1983932870","doi":"10.1016/s1542-0124(11)70038-6","title":"The University of Waterloo's Centre for Contact Lens Research","year":2011,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Medicine; Optometry; Ophthalmology; Lens (geology); Engineering","score_opus":0.06615124582456378,"score_gpt":0.2778810767184374,"score_spread":0.21172983089387365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983932870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898918,0.0010152047,0.000120127006,0.0034825553,0.00008994629,0.00075311604,0.000011324715,0.00002695506,0.004608955],"genre_scores_gemma":[0.9842041,0.0003843493,0.0003768893,0.00006219019,0.000022628905,5.993429e-7,0.0000050718922,0.000019127536,0.014925014],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880564,0.00021176993,0.00012411909,0.00017360442,0.0003044492,0.0003804135],"domain_scores_gemma":[0.9986441,0.00024325687,0.0000506312,0.00066971587,0.00032601226,0.000066290915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012309739,0.00010017282,0.0001930682,0.000018534094,0.00044441418,0.0000097078355,0.00030747688,0.00007163771,0.00012771242],"category_scores_gemma":[0.00006844751,0.000056836823,0.00017600876,0.00013911916,0.00020188857,0.00005559358,0.00008583927,0.0002276332,0.000111939255],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016395133,0.001872997,0.32843694,0.0009811901,0.004576054,0.00060447166,0.11247375,0.00009524775,0.36148584,0.120579176,0.031599417,0.020899782],"study_design_scores_gemma":[0.004412198,0.0011095349,0.05715241,0.00024132668,0.00051809597,0.000012264945,0.035422675,0.00074033806,0.16616368,0.0013144026,0.73256373,0.00034932623],"about_ca_topic_score_codex":0.0010034104,"about_ca_topic_score_gemma":0.0003383983,"teacher_disagreement_score":0.70096433,"about_ca_system_score_codex":0.00004175299,"about_ca_system_score_gemma":0.00009775401,"threshold_uncertainty_score":0.34181195},"labels":[],"label_agreement":null},{"id":"W2003270993","doi":"10.1016/j.jtos.2012.04.004","title":"Regenerative Approaches as Alternatives to Donor Allografting for Restoration of Corneal Function","year":2012,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Vetenskapsrådet; Stem Cell Network; Ottawa Hospital Research Institute","keywords":"Corneal transplantation; Regeneration (biology); Medicine; Regenerative medicine; Transplantation; Cornea; Surgery; Glaucoma; Ophthalmology; Stem cell; Biology; Cell biology","score_opus":0.22916768291643708,"score_gpt":0.3664025090010157,"score_spread":0.1372348260845786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003270993","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059613753,0.9888152,0.0015154957,0.00009373109,0.00031667534,0.0026716017,0.000055399938,0.000029964971,0.000540542],"genre_scores_gemma":[0.027628217,0.9631652,0.0025489738,0.00008273479,0.0006003415,0.00046517205,0.00089053984,0.00011463986,0.0045041665],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861205,0.0002566989,0.00040368154,0.00029382168,0.00020989694,0.00022385264],"domain_scores_gemma":[0.9987238,0.0003143901,0.00037244384,0.0003932615,0.00009703291,0.00009906196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006254142,0.0002914616,0.00096470426,0.000061740226,0.00011520974,0.000015278842,0.000100802165,0.00014121088,0.000018964402],"category_scores_gemma":[0.0001047296,0.00017560425,0.0004206392,0.00022986742,0.000048940376,0.00006809895,0.000049700247,0.00015337541,0.000046079855],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004273843,0.00028197537,0.00021362615,0.004725055,0.0018318341,0.0000065207173,0.0006921622,0.0001418401,0.00006240717,0.001104462,0.00019827751,0.9903145],"study_design_scores_gemma":[0.00040464127,0.00052055373,0.00009687624,0.0026483033,0.0041421237,0.00003127573,0.000091598136,0.000045406112,0.00045430817,0.000058213125,0.9912681,0.00023861011],"about_ca_topic_score_codex":0.000047598995,"about_ca_topic_score_gemma":0.000014161135,"teacher_disagreement_score":0.9910698,"about_ca_system_score_codex":0.00010625181,"about_ca_system_score_gemma":0.00012473008,"threshold_uncertainty_score":0.7160933},"labels":[],"label_agreement":null},{"id":"W2027138136","doi":"10.1016/s1542-0124(11)70004-0","title":"6th International Conference on the Tear Film & Ocular Surface: Basic Science and Clinical Relevance (Florence, Italy, September 2010)","year":2011,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo; University of Auckland; University of Oxford; Thomas Jefferson University; University of Pittsburgh","keywords":"Lacrimal gland; Conjunctiva; Medicine; Ophthalmology; Dexamethasone; Tears; Palpebral fissure; Pathology; Surgery; Internal medicine","score_opus":0.0829698204921648,"score_gpt":0.31974670914226294,"score_spread":0.23677688865009816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027138136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94648814,0.00058564596,0.00023343465,0.004701516,0.0008216819,0.0006721176,0.000018534702,0.00008879999,0.046390116],"genre_scores_gemma":[0.9843481,0.00087242847,0.0014007215,0.00188298,0.00009888052,0.000007142249,0.0000100285515,0.000043702596,0.0113359885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965106,0.0002965968,0.0005136924,0.00077433494,0.0013212018,0.00058353314],"domain_scores_gemma":[0.9970058,0.0003365576,0.00021711747,0.001530364,0.00063436734,0.00027577946],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003455061,0.00036489716,0.000448349,0.00005500516,0.00046021774,0.000133679,0.00095120986,0.00017103624,0.0018195271],"category_scores_gemma":[0.00081473443,0.00021356018,0.00021707192,0.00048624162,0.0015741375,0.00029210202,0.00036154586,0.0008764714,0.0018961743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026371686,0.0025386706,0.80628574,0.00020138618,0.002515554,0.00063036,0.007871659,0.0009589073,0.06341305,0.05467513,0.051179048,0.007093345],"study_design_scores_gemma":[0.006133353,0.0016415645,0.6224694,0.0013007784,0.0011654809,0.00030062202,0.00334137,0.035553854,0.023013934,0.0033966163,0.29936033,0.0023226365],"about_ca_topic_score_codex":0.00013772894,"about_ca_topic_score_gemma":0.000040356783,"teacher_disagreement_score":0.2481813,"about_ca_system_score_codex":0.00008957914,"about_ca_system_score_gemma":0.00041119108,"threshold_uncertainty_score":0.99909294},"labels":[],"label_agreement":null},{"id":"W2040878622","doi":"10.1016/s1542-0124(12)70613-4","title":"Growth Factors in the Tear Film: Role in Tissue Maintenance, Wound Healing, and Ocular Pathology","year":2007,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; McMaster University","funders":"","keywords":"Tears; Lacrimal gland; Wound healing; Growth factor; Lacrimal apparatus; Cornea; Medicine; Epidermal growth factor; Reflex; Homeostasis; Keratitis; Pathology; Ophthalmology; Biology; Receptor; Endocrinology; Internal medicine; Immunology","score_opus":0.02851073542266419,"score_gpt":0.3162737257402489,"score_spread":0.28776299031758473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040878622","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0646196,0.9311802,0.00003998441,0.00039377698,0.00015184373,0.0020701247,0.000024857542,0.00003910537,0.0014805078],"genre_scores_gemma":[0.00665325,0.9911825,0.00014768506,0.00060737506,0.00008759146,0.000032153497,0.00009956951,0.00011277364,0.00107708],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99606234,0.00097646716,0.0008414708,0.0007087821,0.0005293742,0.0008815472],"domain_scores_gemma":[0.9978963,0.00045339993,0.00027668368,0.0011712667,0.00006842954,0.00013390253],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026621802,0.0007047208,0.0020752107,0.00022855857,0.00013224935,0.00006339113,0.00058724656,0.00067382026,0.000072512],"category_scores_gemma":[0.00019118174,0.00038053075,0.00038638263,0.00074010715,0.00023570274,0.00007926553,0.00016880997,0.0017853909,0.00015136917],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005425637,0.0024695506,0.10125764,0.049032867,0.0024211893,0.034082957,0.025226532,0.00017021189,0.0003554079,0.009520727,0.0027533171,0.772167],"study_design_scores_gemma":[0.000668378,0.000160398,0.0019350897,0.0035049918,0.00051970273,0.00027517002,0.001090257,0.000018883722,0.000023787114,0.00015213196,0.99121195,0.00043927625],"about_ca_topic_score_codex":0.0009164836,"about_ca_topic_score_gemma":0.00041186108,"teacher_disagreement_score":0.98845863,"about_ca_system_score_codex":0.0001763605,"about_ca_system_score_gemma":0.00023315081,"threshold_uncertainty_score":0.99986464},"labels":[],"label_agreement":null},{"id":"W2118965807","doi":"10.1016/s1542-0124(12)70280-x","title":"Optical Coherence Tomography of the Anterior Segment","year":2008,"lang":"es","type":"review","venue":"The Ocular Surface","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Optical coherence tomography; Medicine; Ophthalmology; Cornea; Optometry; Clinical Practice; Computer science; Medical physics","score_opus":0.01797541377079431,"score_gpt":0.2567433982456187,"score_spread":0.2387679844748244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118965807","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011436532,0.97646534,0.0012183823,0.0002904229,0.0004362882,0.0030712264,0.00017421505,0.00016193968,0.006745645],"genre_scores_gemma":[0.055599537,0.9410559,0.0027550831,0.00003672963,0.00008036075,0.00018097027,0.000011717208,0.00012521102,0.00015447533],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996564,0.00034330928,0.001075689,0.0005531525,0.00080845907,0.00065539265],"domain_scores_gemma":[0.99628615,0.0004971885,0.00036207185,0.0025238295,0.00015850386,0.00017228065],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040764792,0.0007593879,0.0013971046,0.00008554501,0.0003147054,0.000080485006,0.0023038331,0.0003971799,0.00017508716],"category_scores_gemma":[0.00006643736,0.00044013953,0.0016511838,0.0020706453,0.0011749668,0.00007517172,0.00043984357,0.0011070884,0.0002504041],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094218405,0.002656566,0.0055451733,0.053260457,0.012290084,0.00011374945,0.0022840998,0.03228378,0.014344475,0.051909383,0.007294312,0.8179237],"study_design_scores_gemma":[0.0006643531,0.00024433975,0.006255167,0.021384355,0.0032266744,0.0002620073,0.000131233,0.002068535,0.005145674,0.0004563493,0.9576899,0.0024714225],"about_ca_topic_score_codex":0.00004225366,"about_ca_topic_score_gemma":0.0000044179255,"teacher_disagreement_score":0.9503956,"about_ca_system_score_codex":0.00008342818,"about_ca_system_score_gemma":0.00015343826,"threshold_uncertainty_score":0.99980503},"labels":[],"label_agreement":null},{"id":"W2143163610","doi":"10.1016/j.jtos.2014.12.004","title":"Spontaneous Blinking from a Tribological Viewpoint","year":2015,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Tribology; Lubrication; Contact lens; Materials science; Coefficient of friction; Friction coefficient; Composite material; Shear (geology); Normal force; Mechanics; Ophthalmology; Medicine; Physics","score_opus":0.07892948062792324,"score_gpt":0.34117973306715726,"score_spread":0.26225025243923406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143163610","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015930006,0.99319345,0.00010855437,0.0005871934,0.00042570598,0.0016859707,0.00007598824,0.00019556872,0.0021345872],"genre_scores_gemma":[0.0001009316,0.99545383,0.0007406374,0.0006450795,0.00040906595,0.000025956606,0.00036804972,0.00013543048,0.0021209912],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99630505,0.0007298723,0.00080758095,0.00073865236,0.0008136654,0.00060520356],"domain_scores_gemma":[0.997062,0.0003700059,0.0003732479,0.0017158114,0.00015729564,0.00032160484],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012189901,0.000763027,0.0032947208,0.00006342389,0.00013910665,0.00007813744,0.00063788594,0.00073513767,0.0004502689],"category_scores_gemma":[0.00020093533,0.00041903608,0.0013733511,0.00042609745,0.00012338773,0.00004627661,0.00029436997,0.0014468979,0.0026633253],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014026328,0.00023041849,0.000016514203,0.0032284036,0.0017110041,0.016640887,0.00026616477,0.000012592356,0.000019853982,0.00032949194,0.00110803,0.97629637],"study_design_scores_gemma":[0.00052552606,0.0001637806,0.0000045170277,0.0063742283,0.004279981,0.0014320093,0.000049326954,0.000024475128,0.0000054605744,0.00019023674,0.98648477,0.0004657002],"about_ca_topic_score_codex":0.00013211131,"about_ca_topic_score_gemma":0.000017613309,"teacher_disagreement_score":0.9853767,"about_ca_system_score_codex":0.00031051566,"about_ca_system_score_gemma":0.00085357367,"threshold_uncertainty_score":0.99982613},"labels":[],"label_agreement":null},{"id":"W2347194043","doi":"10.1016/j.jtos.2016.04.001","title":"Influence of Conjunctival Folds on Calculated Tear Meniscus Volume Along the Lower Eyelid","year":2016,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Meniscus; Ophthalmology; Eyelid; Optical coherence tomography; Volume (thermodynamics); Materials science; Nuclear medicine; Medicine; Mathematics; Physics; Geometry","score_opus":0.008348916020382886,"score_gpt":0.23783324763599914,"score_spread":0.22948433161561627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347194043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98879206,0.00062814465,0.00012288422,0.008397817,0.00014259628,0.00057910697,0.000012331878,0.000070691036,0.0012543533],"genre_scores_gemma":[0.9922681,0.000097042626,0.000045610945,0.00091883243,0.000051275805,0.000006280403,0.000002319354,0.00004432055,0.0065662386],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998078,0.00022394302,0.0003428336,0.00031873106,0.00063199585,0.00040448218],"domain_scores_gemma":[0.99808145,0.00020699865,0.00014584993,0.0012422295,0.00021075689,0.00011269806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069103343,0.00025898503,0.00039029686,0.000030267438,0.00015685684,0.000017186843,0.00035231802,0.00013461483,0.00021660617],"category_scores_gemma":[0.00019107887,0.000106962405,0.00025132715,0.0002443765,0.00029769551,0.000099001,0.00010336363,0.0002602101,0.00061583245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016657484,0.00052787596,0.12506832,0.00007643248,0.0009941774,0.00025011247,0.001066477,0.0062111635,0.8567278,0.0023178605,0.0016773392,0.0034167261],"study_design_scores_gemma":[0.007437684,0.0028903447,0.3947323,0.0014634127,0.0011378393,0.000072575334,0.0005815147,0.000927337,0.42827532,0.00036394448,0.16113013,0.000987598],"about_ca_topic_score_codex":0.0002958136,"about_ca_topic_score_gemma":0.000022121156,"teacher_disagreement_score":0.42845243,"about_ca_system_score_codex":0.000066445995,"about_ca_system_score_gemma":0.00011858403,"threshold_uncertainty_score":0.7915486},"labels":[],"label_agreement":null},{"id":"W2514083417","doi":"10.1016/j.jtos.2016.08.004","title":"A Two-Week, Randomized, Double-masked Study to Evaluate Safety and Efficacy of Lubricin (150 μg/mL) Eye Drops Versus Sodium Hyaluronate (HA) 0.18% Eye Drops (Vismed®) in Patients with Moderate Dry Eye Disease","year":2016,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Sodium hyaluronate; Ophthalmology; Medicine; Eye drop; Surgery","score_opus":0.015131997556454597,"score_gpt":0.27794644907401217,"score_spread":0.26281445151755756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514083417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899422,0.0007094767,0.0004125973,0.001741349,0.00025322096,0.0064069186,0.00004521342,0.00009491574,0.00039409348],"genre_scores_gemma":[0.99750847,0.000112480564,0.00026529262,0.00019304584,0.00004525615,0.00006421974,0.000028579629,0.0001308178,0.0016518271],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9945098,0.0012277787,0.0009843607,0.000998241,0.0014104622,0.00086934963],"domain_scores_gemma":[0.99653363,0.00053055066,0.00035978883,0.0015687912,0.0004418763,0.0005653467],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023659407,0.00071200257,0.0017003544,0.00018496926,0.00022443205,0.000061330764,0.00041789573,0.00009204349,0.00010516561],"category_scores_gemma":[0.00036293018,0.00040358354,0.0003003115,0.0005813235,0.0003288283,0.0002409112,0.00034638017,0.00039116817,0.000106016945],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.638284,0.002277902,0.35042837,0.000089648485,0.0011146871,0.0001398821,0.0020314874,0.0031422463,0.0011173149,0.00009396803,0.0000049924997,0.0012754751],"study_design_scores_gemma":[0.62175304,0.002413186,0.36764163,0.00058782345,0.002027603,2.3319954e-7,0.0005885514,0.002767488,0.0011972891,0.000060923634,0.00020895344,0.00075328076],"about_ca_topic_score_codex":0.00061266386,"about_ca_topic_score_gemma":0.00015208377,"teacher_disagreement_score":0.01721325,"about_ca_system_score_codex":0.00022510705,"about_ca_system_score_gemma":0.0002608631,"threshold_uncertainty_score":0.99984163},"labels":[],"label_agreement":null},{"id":"W2592459293","doi":"10.1016/j.jtos.2017.03.001","title":"A link between tear breakup and symptoms of ocular irritation","year":2017,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Eye Institute","keywords":"Irritation; Medicine; Eye irritation; Clinical trial; Ophthalmology; Schirmer test; Contact lens; Anesthesia; Internal medicine; Dry eyes","score_opus":0.016237655687588497,"score_gpt":0.27730918034058766,"score_spread":0.26107152465299915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592459293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991028,0.0017656824,0.00024839665,0.00474507,0.000069314134,0.00038878206,0.000011894454,0.000036207715,0.0017066296],"genre_scores_gemma":[0.9979871,0.00011083433,0.00067952037,0.00012956795,0.0001301604,0.000002597248,0.00001254644,0.000030394318,0.00091726636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988635,0.00008147395,0.0002398049,0.00024077609,0.00034064322,0.00023381195],"domain_scores_gemma":[0.99836016,0.00007568625,0.00019917381,0.0011316105,0.0001226776,0.000110690744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054887997,0.00016973645,0.00038557782,0.00002873732,0.00030421567,0.00006119191,0.00024959855,0.00012553303,0.000028670423],"category_scores_gemma":[0.00014725271,0.00012059091,0.00013817554,0.000057987487,0.00022396614,0.00014642341,0.00012414293,0.0002206674,0.000056186516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013115219,0.000058042016,0.89543426,0.00024655,0.0007360683,0.00006636806,0.0014612238,0.00004266985,0.038011514,0.0015829798,0.00005608146,0.062173095],"study_design_scores_gemma":[0.002160008,0.00051105395,0.95718807,0.0003119045,0.0007348403,0.000017522494,0.00030613612,0.00059421186,0.020270668,0.0006731954,0.01695186,0.00028051037],"about_ca_topic_score_codex":0.00037062843,"about_ca_topic_score_gemma":0.000014449995,"teacher_disagreement_score":0.061892584,"about_ca_system_score_codex":0.00002019264,"about_ca_system_score_gemma":0.000054022872,"threshold_uncertainty_score":0.49175546},"labels":[],"label_agreement":null},{"id":"W2737642784","doi":"10.1016/j.jtos.2017.03.006","title":"TFOS DEWS II Tear Film Report","year":2017,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":965,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Calgary","funders":"National Eye Institute; Allergan; Santen; CooperVision","keywords":"Tears; Mucin; Ophthalmology; Medicine; Surgery; Pathology","score_opus":0.09690867737442965,"score_gpt":0.3814543074107786,"score_spread":0.284545630036349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737642784","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047148406,0.98031396,0.000036098492,0.0006117503,0.0006261591,0.0019167807,0.000028909413,0.00015383598,0.01584102],"genre_scores_gemma":[0.000057917725,0.918608,0.00031916742,0.00017571948,0.00034087474,0.000036162222,0.00018562577,0.00016955663,0.080106966],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966551,0.00027878597,0.00090199715,0.00078079454,0.00073977665,0.0006435244],"domain_scores_gemma":[0.99393106,0.00010736582,0.000912442,0.0046471492,0.00015117065,0.00025079405],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013993038,0.00076089764,0.0028475623,0.00007068408,0.0007486307,0.000109467575,0.00091349107,0.00061041716,0.00037685485],"category_scores_gemma":[0.00042024613,0.00045412945,0.0017055856,0.00018958923,0.00017691015,0.00010334281,0.00048585306,0.0012308516,0.0017366856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041933887,0.00028325265,0.00029485996,0.01350867,0.0031968157,0.010086026,0.00025495674,0.000009115924,0.000020954198,0.00027080785,0.011902981,0.9601296],"study_design_scores_gemma":[0.00029780407,0.000104318766,0.000026612686,0.00809386,0.0036703793,0.0011283509,0.00002330053,0.000011426925,0.000015076056,0.000019830493,0.98612416,0.00048489094],"about_ca_topic_score_codex":0.0001362848,"about_ca_topic_score_gemma":0.000015591722,"teacher_disagreement_score":0.97422117,"about_ca_system_score_codex":0.00014972135,"about_ca_system_score_gemma":0.0008873367,"threshold_uncertainty_score":0.999791},"labels":[],"label_agreement":null},{"id":"W2737787547","doi":"10.1016/j.jtos.2017.05.008","title":"TFOS DEWS II Definition and Classification Report","year":2017,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":3266,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North Toronto Eye Care","funders":"","keywords":"Disease; Medicine; Dysfunctional family; Etiology; Classification scheme; Signs and symptoms; Neuroscience; Intensive care medicine; Pathology; Dermatology; Surgery; Psychology; Psychiatry","score_opus":0.1946076260767627,"score_gpt":0.3813611755575401,"score_spread":0.1867535494807774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737787547","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013281486,0.9877986,0.00008107867,0.00061320333,0.00022696557,0.0012688129,0.000014760658,0.000077435776,0.008591015],"genre_scores_gemma":[0.000520472,0.9931811,0.00043696768,0.000087555985,0.00013674174,0.000037413098,0.0003009612,0.00007737805,0.005221395],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980626,0.00018932753,0.00057529705,0.0005202266,0.00036726706,0.00028526067],"domain_scores_gemma":[0.9969881,0.00008115793,0.0007031373,0.0019903956,0.000109325054,0.0001278938],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009033286,0.00040934276,0.0013568194,0.00005300614,0.0005502136,0.00008859164,0.0002546589,0.0003947419,0.00004235951],"category_scores_gemma":[0.00023282388,0.00025878093,0.0004839689,0.00010584628,0.00013972566,0.00009646909,0.00016155801,0.0005676289,0.00029678622],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023128672,0.000110820285,0.00035361008,0.0071773613,0.0007470629,0.0007967357,0.00012206681,3.2643078e-7,0.000054304608,0.0016630812,0.00076695957,0.9881846],"study_design_scores_gemma":[0.0002204527,0.00006710532,0.0002863769,0.004642639,0.0025641178,0.00074788975,0.000022734592,0.000013682225,0.00000629868,0.000105792744,0.991054,0.00026893098],"about_ca_topic_score_codex":0.00003590264,"about_ca_topic_score_gemma":0.000009879155,"teacher_disagreement_score":0.990287,"about_ca_system_score_codex":0.00008985001,"about_ca_system_score_gemma":0.000335913,"threshold_uncertainty_score":0.99998647},"labels":[],"label_agreement":null},{"id":"W2738160893","doi":"10.1016/j.jtos.2017.05.001","title":"TFOS DEWS II Diagnostic Methodology report","year":2017,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":2086,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"U.S. Food and Drug Administration","keywords":"Medicine; Meibomian gland; Diagnostic test; Ophthalmology; Intensive care medicine; Pathology; Eyelid; Optometry; Pediatrics","score_opus":0.25659434294304095,"score_gpt":0.44268834533862733,"score_spread":0.18609400239558638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738160893","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035200024,0.99081814,0.00048549715,0.0008255618,0.001002898,0.0021661539,0.0000205151,0.00013430344,0.0041949134],"genre_scores_gemma":[0.000035713158,0.97501194,0.0023430719,0.00024355244,0.00037556604,0.00007238724,0.00017201641,0.0001692447,0.021576485],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99578154,0.0011238209,0.0010117227,0.0008467382,0.0005494349,0.0006867406],"domain_scores_gemma":[0.99242586,0.0017126232,0.001058604,0.004399107,0.00015999837,0.00024382728],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030623744,0.0007742923,0.0037217857,0.000084610634,0.0006469632,0.00007003688,0.0009146848,0.00073525315,0.00025713048],"category_scores_gemma":[0.0047755823,0.0004646027,0.0016627527,0.0001948467,0.0002456101,0.000078667246,0.0005510296,0.0012729416,0.0010329497],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026582353,0.00016585136,0.00032901144,0.008502103,0.0024839214,0.010613197,0.00017047994,0.0000058608043,0.000012864349,0.00041990384,0.0022821522,0.97498804],"study_design_scores_gemma":[0.00029633616,0.00013938842,0.000053408876,0.006444521,0.006469461,0.002124263,0.000019584306,0.0000037681025,0.000018398008,0.00009062878,0.9838752,0.00046500535],"about_ca_topic_score_codex":0.0001786417,"about_ca_topic_score_gemma":0.00002796855,"teacher_disagreement_score":0.9815931,"about_ca_system_score_codex":0.00014257108,"about_ca_system_score_gemma":0.0008507501,"threshold_uncertainty_score":0.9997806},"labels":[],"label_agreement":null},{"id":"W2738627012","doi":"10.1016/j.jtos.2017.04.001","title":"TFOS DEWS II Sex, Gender, and Hormones Report","year":2017,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":419,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Association for Molecular Pathology","keywords":"Hormone; Medicine; Internal medicine","score_opus":0.12179894655065489,"score_gpt":0.3728596917311053,"score_spread":0.2510607451804504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738627012","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001612832,0.98885185,0.000043991913,0.00022039,0.00029362348,0.0015133223,0.000017701295,0.000102574624,0.0073437053],"genre_scores_gemma":[0.00032965027,0.9766088,0.00028836777,0.00011532448,0.00022226316,0.00002714145,0.00010063151,0.0001292073,0.022178592],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973555,0.00021691406,0.00069262774,0.0007144586,0.0005217684,0.00049869006],"domain_scores_gemma":[0.9961324,0.000093984214,0.0006507436,0.0028038803,0.00008993219,0.00022911474],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011405967,0.00066467316,0.0024064353,0.000060583083,0.0006749367,0.00011027309,0.00046099283,0.00048617946,0.000057950754],"category_scores_gemma":[0.00017871028,0.00040057808,0.0007893572,0.0001162988,0.00019020998,0.000097255004,0.0004529448,0.000795861,0.00018097946],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027551818,0.00013600886,0.00057530694,0.01152551,0.0024026656,0.005080139,0.0004058129,0.0000012040381,0.000036274192,0.00024028863,0.001690418,0.9778788],"study_design_scores_gemma":[0.00031265555,0.00008571872,0.00009397119,0.0028588483,0.0035605913,0.0017656657,0.000057731086,0.000008256292,0.000016915124,0.00004126538,0.990762,0.00043635938],"about_ca_topic_score_codex":0.00008627074,"about_ca_topic_score_gemma":0.000006677052,"teacher_disagreement_score":0.9890716,"about_ca_system_score_codex":0.0000722901,"about_ca_system_score_gemma":0.0004458799,"threshold_uncertainty_score":0.9998446},"labels":[],"label_agreement":null},{"id":"W2738794130","doi":"10.1016/j.jtos.2017.05.005","title":"TFOS DEWS II Introduction","year":2017,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":286,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Allergan; Sun Pharma; Alcon; Carl Zeiss Meditec AG; Johnson and Johnson Vision Care; Novartis; University of Waterloo; Allergan Foundation; Shire","keywords":"Computer science","score_opus":0.08331411495324843,"score_gpt":0.3661297964662181,"score_spread":0.2828156815129697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738794130","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025150724,0.9926098,0.0000482303,0.0019477343,0.0009888479,0.001502571,0.000013937328,0.00011741747,0.0025199724],"genre_scores_gemma":[0.000035333847,0.9725668,0.00022146947,0.00012060389,0.0013948812,0.000026327138,0.00013080741,0.000119654986,0.025384137],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976922,0.00025833334,0.0005260275,0.0006003226,0.00046812874,0.00045498734],"domain_scores_gemma":[0.996202,0.000053636137,0.00049207866,0.0029903247,0.00011446492,0.00014752096],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00082468125,0.00056509086,0.002015604,0.00006487189,0.0006634964,0.000088843444,0.00060973974,0.0004283448,0.0002927689],"category_scores_gemma":[0.0001947537,0.00033604412,0.0011050337,0.00017286625,0.00013883464,0.00010508269,0.00028529688,0.00095509423,0.001591354],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021352856,0.00009616277,0.000022408996,0.00519014,0.0009608325,0.00011098248,0.000085834115,0.000003895107,0.000017052687,0.00034334898,0.0065208427,0.98662716],"study_design_scores_gemma":[0.00025244025,0.000109054796,0.00000868852,0.0032924453,0.0033024698,0.00013161924,0.000017017795,0.000007672265,0.000022589431,0.000024376064,0.9924904,0.0003412335],"about_ca_topic_score_codex":0.000050934694,"about_ca_topic_score_gemma":0.000009494672,"teacher_disagreement_score":0.9862859,"about_ca_system_score_codex":0.00015342771,"about_ca_system_score_gemma":0.0004009876,"threshold_uncertainty_score":0.99990916},"labels":[],"label_agreement":null},{"id":"W2739359388","doi":"10.1016/j.jtos.2017.05.003","title":"TFOS DEWS II Epidemiology Report","year":2017,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":2556,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Allergan; CooperVision; Research to Prevent Blindness","keywords":"Epidemiology; Medicine; Demography; Incidence (geometry); Natural history; Disease; Environmental health; Ethnic group; Prevalence; Socioeconomic status; Gerontology; Population; Pathology; Internal medicine","score_opus":0.22372879361393397,"score_gpt":0.4435581585990984,"score_spread":0.21982936498516445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739359388","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002587468,0.9873653,0.0001242745,0.0015869626,0.0007822612,0.0017648942,0.000018676481,0.00013084347,0.007968024],"genre_scores_gemma":[0.000035209327,0.96123564,0.00065885426,0.00046607308,0.00039748393,0.00004399011,0.00020932984,0.00014247418,0.036810953],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99583864,0.0008270375,0.001318285,0.0008689522,0.00037112169,0.00077595684],"domain_scores_gemma":[0.99291646,0.00049156643,0.0013969543,0.0047933073,0.00013610741,0.0002656054],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036541328,0.0007552941,0.004463625,0.00006896368,0.0006768177,0.000032025604,0.00089320843,0.00080834376,0.00022559405],"category_scores_gemma":[0.0019152029,0.00043383095,0.001986266,0.0001548162,0.00026945025,0.00007337301,0.00049843185,0.0013306006,0.0013003674],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003058314,0.00014860532,0.0009033242,0.008470541,0.0024645496,0.0047424394,0.00008637467,0.000005746007,0.0000050131175,0.00081174163,0.0054584313,0.9768726],"study_design_scores_gemma":[0.00024421964,0.00011290567,0.000057742556,0.0060085505,0.0036238818,0.0017029793,0.000010282431,0.000009097892,0.000003554158,0.00010845716,0.98769283,0.00042548295],"about_ca_topic_score_codex":0.00016113362,"about_ca_topic_score_gemma":0.000017295459,"teacher_disagreement_score":0.9822344,"about_ca_system_score_codex":0.00015473775,"about_ca_system_score_gemma":0.00079277187,"threshold_uncertainty_score":0.99981135},"labels":[],"label_agreement":null},{"id":"W2739410682","doi":"10.1016/j.jtos.2017.05.006","title":"TFOS DEWS II Management and Therapy Report","year":2017,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1381,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Disease; Disease management; Intensive care medicine; Pathology","score_opus":0.09561803006570548,"score_gpt":0.3689281201504823,"score_spread":0.27331009008477686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739410682","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008947041,0.9862422,0.00002662087,0.00042396557,0.00027800756,0.0022414853,0.0000072482294,0.000078408775,0.00980738],"genre_scores_gemma":[0.00005629072,0.95798856,0.00039657063,0.000180553,0.00012316747,0.00004311889,0.00006110442,0.00010133397,0.04104932],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978166,0.0001629984,0.0005504279,0.0006122566,0.00045975845,0.00039791077],"domain_scores_gemma":[0.9965062,0.00004598675,0.00050373626,0.0027364318,0.000059556485,0.00014806374],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009213887,0.0005527977,0.0017690606,0.000057724006,0.00052718085,0.00009736977,0.0004511945,0.00028243093,0.00008215502],"category_scores_gemma":[0.000034165165,0.0003159074,0.000670567,0.00011046343,0.00013368198,0.00006607524,0.00036495843,0.0005260388,0.00017658727],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018476576,0.000068872854,0.00014030955,0.003681559,0.0015190686,0.00240228,0.00006197239,3.73583e-7,0.0000019997142,0.00016411436,0.0006857582,0.9912552],"study_design_scores_gemma":[0.0004647982,0.000095073956,0.00009415715,0.0048065744,0.0019506703,0.00054332626,0.000021843925,0.0000028201155,0.0000063113735,0.00003731866,0.9916431,0.0003340562],"about_ca_topic_score_codex":0.000043332875,"about_ca_topic_score_gemma":0.000003608624,"teacher_disagreement_score":0.9909573,"about_ca_system_score_codex":0.000058135134,"about_ca_system_score_gemma":0.00014819404,"threshold_uncertainty_score":0.9999293},"labels":[],"label_agreement":null},{"id":"W2743670010","doi":"10.1016/j.jtos.2017.08.003","title":"TFOS DEWS II Report Executive Summary","year":2017,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":840,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Allergan; University of Waterloo; Carl Zeiss Meditec AG; Sun Pharma; CooperVision","keywords":"Medicine; Ophthalmology; Optometry","score_opus":0.08951290915714374,"score_gpt":0.37458438960844015,"score_spread":0.2850714804512964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743670010","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016626867,0.9623085,0.00003890474,0.00050676183,0.0006687857,0.0022097654,0.0000394149,0.00014310454,0.03391847],"genre_scores_gemma":[0.000023051847,0.8882604,0.00024133325,0.00017727523,0.00030236004,0.000044438726,0.0002742563,0.00016307508,0.11051376],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99644536,0.00034555086,0.0009360699,0.0008571479,0.0007417023,0.00067416264],"domain_scores_gemma":[0.9940434,0.00014727961,0.0010227109,0.004339041,0.00018785185,0.0002597207],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013438748,0.00084014575,0.0031311864,0.00008027919,0.00078066497,0.00009885262,0.00090716226,0.0006336751,0.00011929028],"category_scores_gemma":[0.00034891718,0.00050871074,0.001820446,0.00021101277,0.00023125914,0.00012541753,0.0005904905,0.0012798597,0.00069661887],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008506481,0.0003592662,0.00033431512,0.014093069,0.0048482497,0.017132783,0.00038757993,0.000003659766,0.00002304213,0.00041958858,0.026494099,0.93581927],"study_design_scores_gemma":[0.00032035963,0.000113870105,0.000017270435,0.011746055,0.004406797,0.0010377239,0.000038491213,0.0000043103696,0.000020146588,0.000032075215,0.9817292,0.0005336685],"about_ca_topic_score_codex":0.00015403418,"about_ca_topic_score_gemma":0.000019527492,"teacher_disagreement_score":0.9552351,"about_ca_system_score_codex":0.00020733432,"about_ca_system_score_gemma":0.0010599357,"threshold_uncertainty_score":0.9997364},"labels":[],"label_agreement":null},{"id":"W2796914168","doi":"10.1016/j.jtos.2018.04.004","title":"Novel treatment of papillomatous conjunctival lesions using pattern scanning laser photocoagulation: 1-Year results","year":2018,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"Universidade Federal de São Paulo","keywords":"Medicine; Lesion; Surgery; Papilloma; Ophthalmology; Pathology","score_opus":0.05576191631885111,"score_gpt":0.3273420924345328,"score_spread":0.27158017611568175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796914168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99559534,0.00014764562,0.0009797728,0.00044148095,0.00016118783,0.00083452923,0.00003375259,0.00003917204,0.0017671112],"genre_scores_gemma":[0.9961866,0.000010966073,0.0025050507,0.0001024317,0.0001140747,0.000008870091,0.000028880582,0.000024784345,0.001018304],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989949,0.000080416175,0.00026117897,0.00023943944,0.00021032052,0.00021376488],"domain_scores_gemma":[0.9990664,0.00007747411,0.00014128402,0.0005073973,0.0001313015,0.00007612594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001731125,0.00017146219,0.00031385405,0.00003333452,0.00022246351,0.000007932724,0.00006773335,0.00009990521,0.00007480045],"category_scores_gemma":[0.00003240532,0.00010777144,0.00012974378,0.00015534885,0.00023880765,0.000045170804,0.000033869193,0.00006175245,0.0000715495],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009168122,0.007884733,0.42137438,0.00016986721,0.0063402117,0.0008098585,0.012443783,0.005531261,0.50530416,0.00025326046,0.0012431766,0.0294772],"study_design_scores_gemma":[0.04477908,0.008307579,0.21168746,0.000683513,0.0027011945,0.0006338351,0.0014773698,0.016418379,0.69231373,0.00012465261,0.020168727,0.0007044771],"about_ca_topic_score_codex":0.00033478005,"about_ca_topic_score_gemma":0.000026087804,"teacher_disagreement_score":0.2096869,"about_ca_system_score_codex":0.000121060824,"about_ca_system_score_gemma":0.000104955216,"threshold_uncertainty_score":0.43947917},"labels":[],"label_agreement":null},{"id":"W2910833715","doi":"10.1016/j.jtos.2019.01.004","title":"Review and analysis of grading scales for ocular surface staining","year":2019,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Santen","keywords":"Grading (engineering); Grading scale; Gold standard (test); Food and drug administration; Staining; Medicine; Ophthalmology; Pathology; Optometry; Surgery; Pharmacology; Internal medicine; Biology","score_opus":0.06357115873613466,"score_gpt":0.36196215790938174,"score_spread":0.2983909991732471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910833715","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017384024,0.9932671,0.0005810846,0.0002562427,0.00010102302,0.003602636,0.00022406886,0.000055988006,0.0001734567],"genre_scores_gemma":[0.00019563753,0.99657965,0.0012973453,0.00038068404,0.000032255542,0.000021926435,0.0004455308,0.00014328334,0.000903682],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99663126,0.00043611944,0.0011194367,0.0007785341,0.00047108452,0.0005635609],"domain_scores_gemma":[0.99632436,0.0006553046,0.00084291317,0.0017278625,0.00027318744,0.00017635674],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020307582,0.0007277166,0.005961858,0.00019135547,0.0001630251,0.000046200657,0.00045723314,0.00036075883,0.000059241174],"category_scores_gemma":[0.00023826922,0.00047689985,0.002503601,0.001523307,0.0001522821,0.00009138606,0.00020025334,0.0005266689,0.0000333522],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007866179,0.00022198143,0.0021666156,0.5624502,0.05304522,0.000058431982,0.000342363,0.00040326413,0.00008961109,0.0011921667,0.0010146729,0.37893686],"study_design_scores_gemma":[0.00036268847,0.00012530197,0.000036558515,0.03264844,0.1231899,0.00001688014,0.00006777365,0.0004181425,0.0000146960665,0.0000126844325,0.84262305,0.00048390057],"about_ca_topic_score_codex":0.00004897607,"about_ca_topic_score_gemma":0.000008594024,"teacher_disagreement_score":0.84160835,"about_ca_system_score_codex":0.00011329656,"about_ca_system_score_gemma":0.00024304284,"threshold_uncertainty_score":0.99976826},"labels":[],"label_agreement":null},{"id":"W2916390124","doi":"10.1016/j.jtos.2019.02.011","title":"Prevalence of dry eye disease in Ontario, Canada: A population-based survey","year":2019,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Takeda (Canada); University of Toronto; University of Waterloo; North Toronto Eye Care","funders":"Shire","keywords":"Geography; Optometry; Population; Disease; Medicine; Demography; Environmental health; Pathology; Sociology","score_opus":0.010758237781771861,"score_gpt":0.22887534768958634,"score_spread":0.21811710990781447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916390124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980687,0.00056646205,0.000017707285,0.00041728228,0.00012510343,0.000584742,0.000033325465,0.000012853833,0.00017384616],"genre_scores_gemma":[0.99590176,0.000008404204,0.00007992637,0.00035127936,0.0000053240515,0.0000031469383,0.00006022633,0.000019438508,0.0035704798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860907,0.00019374881,0.0002669871,0.00023551317,0.0004557624,0.0002389384],"domain_scores_gemma":[0.9988304,0.00013730917,0.000094262934,0.0007335046,0.0000906089,0.00011392678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052048033,0.00014765006,0.00028896434,0.000028295228,0.000029554923,0.000006679401,0.00016875398,0.000047158668,0.0005211345],"category_scores_gemma":[0.00009550317,0.00011107863,0.00008472737,0.00018146684,0.000022190226,0.000047502865,0.00003180531,0.00021897435,0.000025653282],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023068768,0.00006378146,0.99158585,0.00016992587,0.000028375782,0.000023293573,0.00006012596,0.007399209,0.0003918324,0.000018063092,0.000009668658,0.000019173494],"study_design_scores_gemma":[0.0007498799,0.00003929742,0.9961326,0.00018422694,0.00006188216,3.8133244e-8,0.000017426557,0.0019926224,0.00042446246,0.000009254801,0.0002654861,0.00012279322],"about_ca_topic_score_codex":0.98319113,"about_ca_topic_score_gemma":0.982339,"teacher_disagreement_score":0.005406586,"about_ca_system_score_codex":0.0003297555,"about_ca_system_score_gemma":0.001868104,"threshold_uncertainty_score":0.5706058},"labels":[],"label_agreement":null},{"id":"W2919341381","doi":"10.1016/j.jtos.2019.02.012","title":"Efficacy of topical ophthalmic drugs in the treatment of dry eye disease: A systematic literature review","year":2019,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; McGill University","funders":"VISTAKON Pharmaceuticals; Natural Sciences and Engineering Research Council of Canada; Allergan; Alcon; Canadian Institutes of Health Research; Novartis; Santen; CooperVision; Shire; National Institutes of Health","keywords":"Medicine; Clinical trial; Clinical endpoint; Adverse effect; Disease; Drug; Clinical study design; Intensive care medicine; Internal medicine; Pharmacology","score_opus":0.02933807032768836,"score_gpt":0.33877041859724955,"score_spread":0.3094323482695612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919341381","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0062744045,0.98565775,0.0000016787172,0.00026566748,0.000108174325,0.007435837,0.00004493285,0.000012209116,0.00019936325],"genre_scores_gemma":[0.0008568153,0.99742156,0.000035165318,0.00007702471,0.00004560747,0.000103372025,0.000119131735,0.000048857473,0.001292441],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99621123,0.0014075363,0.0011114008,0.00037097227,0.0006238183,0.00027505873],"domain_scores_gemma":[0.9963749,0.0005907491,0.00058260636,0.0022834754,0.000085552776,0.00008269638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077669206,0.0005171699,0.0037669023,0.00006466286,0.00003097518,0.000017970455,0.00054886093,0.00020759518,0.000029437406],"category_scores_gemma":[0.00012675935,0.00022018694,0.0017158297,0.0006427624,0.00007684556,0.000032011852,0.00004689861,0.00036212205,0.000075417745],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004222279,0.0006138947,0.0005609761,0.9868703,0.0007234918,0.00018256312,0.0010824252,0.0000024785525,0.0000022619763,0.00016846282,0.000008604415,0.009742352],"study_design_scores_gemma":[0.0007923894,0.00031592787,0.00045825104,0.86404717,0.011282254,0.000011533523,0.00009870883,0.000008167263,0.0000036027511,0.0000052978094,0.12274227,0.00023444953],"about_ca_topic_score_codex":0.00001362334,"about_ca_topic_score_gemma":0.0000012236612,"teacher_disagreement_score":0.12282312,"about_ca_system_score_codex":0.00013759914,"about_ca_system_score_gemma":0.0003472027,"threshold_uncertainty_score":0.8978963},"labels":[],"label_agreement":null},{"id":"W2946870688","doi":"10.1016/j.jtos.2019.05.008","title":"Analysis of the association between the severity of ocular and systemic pain","year":2019,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Visual analogue scale; McGill Pain Questionnaire; Cross-sectional study; Multivariate analysis; Internal medicine; Quality of life (healthcare); Physical therapy; Pathology","score_opus":0.00672614777099713,"score_gpt":0.22157076885300503,"score_spread":0.21484462108200789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946870688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99591964,0.0015487903,0.00015183912,0.0014667374,0.000055106928,0.00055875606,0.000021951719,0.000012137119,0.0002650092],"genre_scores_gemma":[0.9988807,0.00007970021,0.000022983362,0.00019888488,0.00001693725,0.0000017336008,0.000008121921,0.000012445089,0.0007784895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807394,0.00073529466,0.00030929424,0.00016838626,0.00053929666,0.00017376746],"domain_scores_gemma":[0.99813956,0.00045588939,0.00033885307,0.0008827493,0.00015016228,0.000032784385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003064784,0.00012550161,0.0005227943,0.0000336363,0.000080102924,0.0000120428795,0.00023777991,0.0001083054,0.000030011382],"category_scores_gemma":[0.00020255423,0.000060289844,0.0003509039,0.0006746105,0.000062372834,0.000038861628,0.00009490372,0.00021223779,0.000010459115],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015985142,0.000016972735,0.9888006,0.000091162896,0.002513519,5.7137134e-7,0.00052374485,0.0004953249,0.0071055084,0.00007477989,0.000016180335,0.00034566762],"study_design_scores_gemma":[0.00041978798,0.00005440622,0.9831927,0.00011635567,0.00466424,0.000001336299,0.00069126784,0.002973993,0.0068801166,0.00003081525,0.00088590576,0.00008908153],"about_ca_topic_score_codex":0.00035582652,"about_ca_topic_score_gemma":0.000029526298,"teacher_disagreement_score":0.0056078886,"about_ca_system_score_codex":0.000068131165,"about_ca_system_score_gemma":0.000053510314,"threshold_uncertainty_score":0.24585484},"labels":[],"label_agreement":null},{"id":"W2949320187","doi":"10.1016/j.jtos.2019.06.004","title":"Efficacy of treatments for Demodex blepharitis: A systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Demodex; Meta-analysis; Medicine; Blepharitis; Metronidazole; Cochrane Library; Internal medicine; Randomized controlled trial; Dermatology; Mite; Antibiotics; Biology; Microbiology","score_opus":0.13033573664443024,"score_gpt":0.39785392569813466,"score_spread":0.2675181890537044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949320187","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008580299,0.98769164,0.00008101928,0.000115561525,0.000016728618,0.011821517,0.00017837259,0.000015108503,0.00007145689],"genre_scores_gemma":[0.000027956945,0.9915149,0.0002511523,0.0001646439,0.000008250842,0.00040459147,0.00022288442,0.000047322483,0.007358294],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99804443,0.00035840934,0.0007507225,0.00039252508,0.00023486315,0.00021907543],"domain_scores_gemma":[0.9976275,0.0005612136,0.0006027452,0.0010488826,0.000075927615,0.000083710525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062194566,0.00048166956,0.010792338,0.00006892113,0.0000744808,0.000015762103,0.00016031082,0.00015866832,0.000059599715],"category_scores_gemma":[0.000083997125,0.00019591452,0.0047251964,0.00039960557,0.00004281049,0.000026771359,0.00005310892,0.000110752844,0.0000354384],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005239662,0.000089527755,5.608569e-7,0.6124245,0.38670456,0.0000057795246,0.000013032139,0.000001788171,7.266734e-8,0.000009958831,0.00009989041,0.0006451367],"study_design_scores_gemma":[0.00054626516,0.00014534772,7.568112e-7,0.04329882,0.9395565,0.000041308307,0.0000033404976,0.000015743055,9.4495977e-7,0.0000025782163,0.016239025,0.00014936329],"about_ca_topic_score_codex":0.000023918217,"about_ca_topic_score_gemma":8.3185387e-7,"teacher_disagreement_score":0.56912565,"about_ca_system_score_codex":0.000042366617,"about_ca_system_score_gemma":0.00007825691,"threshold_uncertainty_score":0.7989162},"labels":[],"label_agreement":null},{"id":"W2954826760","doi":"10.1016/j.jtos.2019.07.003","title":"Patient-reported outcomes of autologous serum tears for the treatment of dry eye disease in a large cohort","year":2019,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of Toronto","funders":"","keywords":"Medicine; Internal medicine; Tears; Patient satisfaction; Prospective cohort study; Cohort; Disease; Physical therapy; Surgery","score_opus":0.009371346605586677,"score_gpt":0.2666100079729845,"score_spread":0.2572386613673978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954826760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99387026,0.0022448294,0.0000661108,0.0010551105,0.00015065291,0.0024418132,0.00006759537,0.000022388504,0.00008123201],"genre_scores_gemma":[0.99822307,0.00019878265,0.00010262446,0.00013459555,0.0000065143636,0.000033962086,0.000015227117,0.000025977033,0.001259235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987232,0.00008077626,0.0003971555,0.00021933895,0.00029698355,0.0002825552],"domain_scores_gemma":[0.99851936,0.00019876515,0.00019861349,0.0009253471,0.00009186689,0.00006603788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030994386,0.00017884765,0.0005393509,0.0000337011,0.00004356548,0.000004960431,0.000116364536,0.00006335928,0.000060715505],"category_scores_gemma":[0.00006571079,0.00009215656,0.0003306008,0.00015011361,0.00005848956,0.000033058997,0.0000316924,0.00007807205,0.000016372516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036656298,0.00059744116,0.9949034,0.000060594357,0.0006299994,0.000026247364,0.0007801436,0.0005606217,0.0012260501,0.00008893173,0.000003373721,0.0007566268],"study_design_scores_gemma":[0.0025811607,0.00051385665,0.98778844,0.00005098444,0.0005667461,2.352221e-7,0.00047016222,0.0020366104,0.0027135198,0.000039973344,0.0031403152,0.00009801033],"about_ca_topic_score_codex":0.00031649866,"about_ca_topic_score_gemma":0.00006033545,"teacher_disagreement_score":0.0071149818,"about_ca_system_score_codex":0.000059989387,"about_ca_system_score_gemma":0.00012260987,"threshold_uncertainty_score":0.37580356},"labels":[],"label_agreement":null},{"id":"W2966191847","doi":"10.1016/j.jtos.2019.07.009","title":"Geographic distribution of corneal staining in symptomatic dry eye","year":2019,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Staining; Cornea; Ophthalmology; Contact lens; Fluorescein; Pathology; Medicine","score_opus":0.006916809893202156,"score_gpt":0.2383103767033192,"score_spread":0.23139356681011705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966191847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970905,0.0010193005,0.0002025101,0.00040846106,0.00009208648,0.0005031562,0.000009182593,0.00003674106,0.0006380617],"genre_scores_gemma":[0.9992938,0.00007121476,0.00010438151,0.00010032033,0.0000117120735,0.0000029707405,0.00004707639,0.000018121698,0.00035037418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988416,0.00011240208,0.0002819228,0.00018375007,0.0003099458,0.00027040232],"domain_scores_gemma":[0.99915576,0.000077521705,0.000103034996,0.0005411666,0.00007002977,0.000052460575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005796459,0.000135625,0.00033882918,0.00004012343,0.00003407196,0.000010447119,0.00013119145,0.000082919985,0.00007656619],"category_scores_gemma":[0.00004500802,0.00009806465,0.00013871452,0.00035394766,0.000060297247,0.00006714711,0.00005170932,0.00022373059,0.000114687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075972275,0.00007325206,0.98802894,0.00012492042,0.000071588816,0.000017732165,0.00028979537,0.0006991733,0.009694625,0.00058497326,0.0000040496134,0.0003349609],"study_design_scores_gemma":[0.0015820058,0.00022954805,0.9836616,0.00037198153,0.00011085178,0.000001904211,0.00095536036,0.006014789,0.0059160497,0.00015445941,0.00084211334,0.0001593412],"about_ca_topic_score_codex":0.00022367158,"about_ca_topic_score_gemma":0.000019232397,"teacher_disagreement_score":0.005315616,"about_ca_system_score_codex":0.00004800952,"about_ca_system_score_gemma":0.00006761614,"threshold_uncertainty_score":0.39989606},"labels":[],"label_agreement":null},{"id":"W2968517935","doi":"10.1016/j.jtos.2019.08.006","title":"Photoactivated chromophore for infectious keratitis – Corneal cross-linking (PACK-CXL): A systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Fight for Sight UK; Royal College of Physicians and Surgeons of Canada","keywords":"Medicine; Randomized controlled trial; Meta-analysis; Adverse effect; Keratitis; Ophthalmology; Adjuvant; Visual acuity; MEDLINE; Surgery; Internal medicine","score_opus":0.09367527942521268,"score_gpt":0.38775665075948385,"score_spread":0.29408137133427115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968517935","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013318266,0.98614895,0.0002611428,0.00005912687,0.00009096484,0.012748896,0.0003067629,0.00008579458,0.00016518543],"genre_scores_gemma":[0.0003621947,0.9944973,0.00018127788,0.00027777953,0.000027421847,0.00096783263,0.00059475243,0.00011834665,0.0029731095],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99688876,0.0005659362,0.0010863763,0.0007154997,0.00036715297,0.00037627248],"domain_scores_gemma":[0.99663615,0.00047874346,0.00090234727,0.0015584312,0.00029398385,0.00013036883],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010867255,0.00077494764,0.009603843,0.000128825,0.0003335884,0.00018436239,0.00019081516,0.00032793588,0.00021281009],"category_scores_gemma":[0.00018755614,0.00040659012,0.0049988893,0.0011604993,0.00010193883,0.000081367245,0.000093707895,0.00041835627,0.00013229823],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029498033,0.00008225242,0.00002212771,0.67474705,0.32471338,0.000031204112,0.00001973929,0.000014277783,5.228431e-7,0.000017669303,0.000039513936,0.00030931036],"study_design_scores_gemma":[0.0004310933,0.00014181098,0.0000024976773,0.028264567,0.9305733,0.00049953826,0.000002758813,0.000055581262,0.000006606874,0.000008447578,0.039668884,0.00034493548],"about_ca_topic_score_codex":0.00013424951,"about_ca_topic_score_gemma":0.00002705625,"teacher_disagreement_score":0.64648247,"about_ca_system_score_codex":0.00021882204,"about_ca_system_score_gemma":0.0001555963,"threshold_uncertainty_score":0.9998386},"labels":[],"label_agreement":null},{"id":"W2991127358","doi":"10.1016/j.jtos.2019.11.012","title":"Highlights from the 2nd Biennial Stevens Johnson syndrome symposium 2019: SJS/TEN from Science to Translation","year":2019,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Allergy and Infectious Diseases; National Eye Institute; Faculty of Medicine, University of British Columbia; National Institutes of Health; Illumina; University of British Columbia; Provincial Health Services Authority; U.S. Food and Drug Administration; Genome British Columbia; National Center for Advancing Translational Sciences; National Human Genome Research Institute; BC Children's Hospital; Canadian Institutes of Health Research; Murdoch University","keywords":"Toxic epidermal necrolysis; Dermatology; Medicine; Intervention (counseling); Psychiatry","score_opus":0.013188634345287236,"score_gpt":0.2510551421819423,"score_spread":0.23786650783665506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991127358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705213,0.00030927756,0.00020644008,0.021761764,0.0011535509,0.0010886695,0.00010424526,0.00010395629,0.004750824],"genre_scores_gemma":[0.9963003,0.00006737902,0.00087936287,0.0005331299,0.00016658017,0.000006865907,0.000051779134,0.00003953831,0.0019550994],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9978439,0.00012353626,0.00025730135,0.0005330733,0.00082249404,0.00041968966],"domain_scores_gemma":[0.99795145,0.00040082782,0.000093686125,0.0012317303,0.000113627735,0.00020867171],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005599656,0.00022756786,0.00031034683,0.00007106291,0.00033518387,0.00008698991,0.0005275207,0.00010225298,0.00010857839],"category_scores_gemma":[0.000058168793,0.00013379892,0.00013429236,0.0006974602,0.00017364298,0.00028641894,0.00009267567,0.0003262398,0.0025187861],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055450833,0.000110212466,0.0014930936,0.000006533344,0.00016519416,0.000038675156,0.0033396906,0.0024951983,0.9901998,0.00024539276,0.00043226825,0.0014184603],"study_design_scores_gemma":[0.0038688625,0.00023626318,0.5385817,0.00069807423,0.0010300521,0.00016110991,0.0014538458,0.0052972864,0.092715696,0.000512618,0.3545131,0.0009313919],"about_ca_topic_score_codex":0.0034023635,"about_ca_topic_score_gemma":0.00013062818,"teacher_disagreement_score":0.8974841,"about_ca_system_score_codex":0.0001863414,"about_ca_system_score_gemma":0.00022456892,"threshold_uncertainty_score":0.9982579},"labels":[],"label_agreement":null},{"id":"W2991744735","doi":"10.1016/j.jtos.2019.12.001","title":"Cytomorphological assessment of the lid margin in relation to symptoms, contact lens wear and lid wiper epitheliopathy","year":2019,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Medicine; Conjunctiva; Eyelid; Asymptomatic; Ophthalmology; Lens (geology); Surgery; Pathology; Optics","score_opus":0.009857217102495744,"score_gpt":0.2554244188771732,"score_spread":0.24556720177467747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991744735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920866,0.0006852985,0.00006814892,0.0041928543,0.00014020913,0.0011042019,0.000009125827,0.000023604656,0.0016899403],"genre_scores_gemma":[0.99756783,0.000120805904,0.00031746467,0.0010163009,0.00001925846,0.000006753798,0.000004803153,0.000024121036,0.0009226881],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984548,0.00028277552,0.0003020307,0.00029435288,0.0003963377,0.00026970715],"domain_scores_gemma":[0.9989285,0.00012886249,0.00010352061,0.00070398673,0.00006441845,0.00007073946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008281485,0.00018309228,0.00039884957,0.00004372526,0.000058434976,0.000018304007,0.0001820173,0.00013156024,0.0001302222],"category_scores_gemma":[0.00006218338,0.00010263046,0.00012217076,0.00028214356,0.00005604486,0.00008088764,0.00014706992,0.00039083057,0.0001009432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013060657,0.000102186896,0.827369,0.000039180395,0.000067870475,0.000024742389,0.00058164995,0.0005486166,0.16962712,0.0012881065,0.000025866193,0.000195106],"study_design_scores_gemma":[0.0013287093,0.0004199144,0.98534817,0.00024499296,0.00009381162,0.00002134481,0.00033113104,0.0010628799,0.007811517,0.000043709046,0.0031476873,0.00014616207],"about_ca_topic_score_codex":0.00013503818,"about_ca_topic_score_gemma":0.000026954678,"teacher_disagreement_score":0.1618156,"about_ca_system_score_codex":0.00008597962,"about_ca_system_score_gemma":0.000087197186,"threshold_uncertainty_score":0.41851488},"labels":[],"label_agreement":null},{"id":"W3047696036","doi":"10.1016/j.jtos.2020.07.005","title":"Management of corneal melt in patients with Boston Keratoprosthesis Type 1: Repair versus repeat","year":2020,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Keratoprosthesis; Surgery; Ophthalmology; Visual acuity","score_opus":0.01893248405788155,"score_gpt":0.2309412799904647,"score_spread":0.21200879593258315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047696036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971636,0.0002443768,0.0000026915727,0.0004680077,0.000059391972,0.00047198002,0.0000041244234,0.000043976648,0.0015418665],"genre_scores_gemma":[0.99915564,0.000045541652,0.00038840508,0.00013494557,0.0000074397713,0.0000035123905,0.000023581764,0.000016568747,0.00022433886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916154,0.00005144439,0.00016762402,0.00020825425,0.000260341,0.00015080228],"domain_scores_gemma":[0.9994436,0.0000377353,0.00006099091,0.00033347143,0.000054861994,0.00006936609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011394454,0.00011759709,0.00022859173,0.000013705403,0.000032605803,0.000004059603,0.00006259721,0.000032007116,0.000058956342],"category_scores_gemma":[0.000017691254,0.000073332005,0.00006680194,0.0003235865,0.000039517352,0.00003299103,0.00004850476,0.000083430234,0.000041200776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0140976105,0.00044048275,0.9791775,0.00014979004,0.00068017485,0.00047107757,0.00042326213,0.00022384767,0.00006568659,0.00010959183,0.00027646346,0.0038845565],"study_design_scores_gemma":[0.0070735076,0.0018206559,0.98298115,0.00019284395,0.00044641414,0.0000019511178,0.00018277315,0.00022507258,0.0041649435,0.000007694071,0.0027431042,0.00015986816],"about_ca_topic_score_codex":0.000052111947,"about_ca_topic_score_gemma":0.0000047304593,"teacher_disagreement_score":0.007024103,"about_ca_system_score_codex":0.00004333003,"about_ca_system_score_gemma":0.00001965754,"threshold_uncertainty_score":0.29903924},"labels":[],"label_agreement":null},{"id":"W3080364826","doi":"10.1016/j.jtos.2020.08.007","title":"Role of diurnal variation of corneal sensory processing in contact lens discomfort","year":2020,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"CooperVision","keywords":"Asymptomatic; Medicine; CLs upper limits; Contact lens; Analysis of variance; Ophthalmology; Repeated measures design; Internal medicine","score_opus":0.019695500618414744,"score_gpt":0.24887366765867236,"score_spread":0.22917816704025762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080364826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99554473,0.0013871992,0.000509273,0.0010125636,0.00002344541,0.0003077822,0.000009286377,0.000019032434,0.0011866587],"genre_scores_gemma":[0.99916494,0.00006319228,0.00040513944,0.00025442478,0.00003309182,0.0000012764887,0.000007253148,0.0000199313,0.000050777286],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99889356,0.00008944934,0.00036200436,0.00016310533,0.00031275197,0.00017914476],"domain_scores_gemma":[0.99942005,0.00003625879,0.00019274306,0.00022879205,0.00006223428,0.00005993301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002830752,0.00012471643,0.00038090555,0.000025648267,0.000032945944,0.000007646471,0.00011065327,0.00006766082,0.000034358225],"category_scores_gemma":[0.000051258743,0.00008994775,0.000115757124,0.00022650177,0.00004685751,0.00011300038,0.000039842223,0.00022430246,0.0000059372956],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041324538,0.00012622122,0.19204062,0.0001970037,0.00006868635,0.000023162824,0.004321191,0.0013603409,0.7998137,0.00052735984,0.0000034564825,0.0011050403],"study_design_scores_gemma":[0.0038344925,0.0007288035,0.7308198,0.0005470341,0.00040982006,0.000019729605,0.0038032043,0.043154534,0.21501577,0.00018496806,0.0011610585,0.00032076024],"about_ca_topic_score_codex":0.00018859217,"about_ca_topic_score_gemma":0.000022829188,"teacher_disagreement_score":0.5847979,"about_ca_system_score_codex":0.00002783735,"about_ca_system_score_gemma":0.00013256406,"threshold_uncertainty_score":0.3667963},"labels":[],"label_agreement":null},{"id":"W3104651931","doi":"10.1016/j.jtos.2020.11.003","title":"Assessment of response to multimodal management of neurotrophic corneal disease","year":2020,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"European Genetics Foundation","keywords":"Medicine; Pars plana; Vitrectomy; Perforation; Ophthalmology; Corneal perforation; Surgery; Visual acuity","score_opus":0.01997525374503553,"score_gpt":0.2903298124986044,"score_spread":0.27035455875356884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104651931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863891,0.00027262646,0.0017255311,0.010330429,0.000052659383,0.0008227403,0.000022846642,0.000031513406,0.0003525264],"genre_scores_gemma":[0.99509233,0.0000471803,0.0034189497,0.0011267064,0.000017201326,0.000006817326,0.0000050968943,0.00002627314,0.00025943905],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985768,0.00020952424,0.00028298626,0.00024643147,0.00048736864,0.000196859],"domain_scores_gemma":[0.9988614,0.000060843253,0.00009184063,0.0006175756,0.00008944152,0.00027893714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034988168,0.00014750956,0.00031947822,0.00002437371,0.00003752502,0.000006532711,0.00021023292,0.000029191911,0.00007247269],"category_scores_gemma":[0.000051422372,0.000108115455,0.00017581953,0.0002868091,0.000055703902,0.000029105118,0.00015735933,0.00013988625,0.00003814711],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018668769,0.00094268227,0.21420063,0.0017569266,0.0012143091,0.0017800132,0.0014000828,0.042767532,0.71205086,0.0028518634,0.0002870238,0.0020793271],"study_design_scores_gemma":[0.0020857025,0.0008307823,0.9715226,0.00020681048,0.00048446076,0.000001701922,0.0003510428,0.011299947,0.01009907,0.000016942833,0.0029320507,0.00016883423],"about_ca_topic_score_codex":0.000022144068,"about_ca_topic_score_gemma":5.0443197e-7,"teacher_disagreement_score":0.757322,"about_ca_system_score_codex":0.000026453577,"about_ca_system_score_gemma":0.00009438566,"threshold_uncertainty_score":0.44088203},"labels":[],"label_agreement":null},{"id":"W3107492798","doi":"10.1016/j.jtos.2020.11.004","title":"Organoids and organ chips in ophthalmology","year":2020,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Deutsche Forschungsgemeinschaft","keywords":"Organoid; Blindness; Regenerative medicine; Cornea; Induced pluripotent stem cell; Neuroscience; Biology; Medicine; Computer science; Stem cell; Cell biology; Embryonic stem cell; Optometry; Genetics","score_opus":0.02225852880601462,"score_gpt":0.2927515614420493,"score_spread":0.27049303263603464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107492798","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009065447,0.98903793,0.000009843178,0.00018707657,0.000082639686,0.00037761958,0.00000612217,0.000007633324,0.0012256881],"genre_scores_gemma":[0.0012159466,0.9976586,0.00016917712,0.000073933676,0.00005242041,0.000010570973,0.00014166537,0.000049543378,0.0006281259],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875134,0.00024394189,0.00026531183,0.0004157769,0.00009140362,0.00023220011],"domain_scores_gemma":[0.9994791,0.000023384871,0.00009917558,0.00031993553,0.000016075257,0.00006233918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023302132,0.00030119135,0.0005995196,0.00002502683,0.000055819637,0.000024365187,0.00034614676,0.00029457972,0.00003648469],"category_scores_gemma":[0.00008544211,0.000206252,0.0001198994,0.00021053712,0.000103574894,0.0000014639654,0.00030450843,0.00024120988,0.00006309079],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016496307,0.00020702161,0.00406198,0.0131416535,0.0013410489,0.00088670285,0.00065858033,0.000024045823,0.003068353,0.00041886405,0.0068318956,0.9691949],"study_design_scores_gemma":[0.00014662572,0.000054400392,0.000063615174,0.00026479177,0.00007655199,0.00020814277,0.000028214787,0.0000016520568,0.00008979419,0.000033096447,0.99875915,0.00027393847],"about_ca_topic_score_codex":0.000010000012,"about_ca_topic_score_gemma":0.0000046020896,"teacher_disagreement_score":0.99192727,"about_ca_system_score_codex":0.0000120988025,"about_ca_system_score_gemma":0.00017281191,"threshold_uncertainty_score":0.84107125},"labels":[],"label_agreement":null},{"id":"W3120947760","doi":"10.1016/j.jtos.2020.12.006","title":"Developing evidence-based guidance for the treatment of dry eye disease with artificial tear supplements: A six-month multicentre, double-masked randomised controlled trial","year":2021,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Artificial tears; Ophthalmology; Randomized controlled trial; Meibomian gland; Surgery; Eyelid","score_opus":0.046859050983003046,"score_gpt":0.31656876748920404,"score_spread":0.269709716506201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120947760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95747906,0.010871709,0.00967243,0.00858509,0.00029012535,0.01298847,0.00003886824,0.000048644677,0.00002562219],"genre_scores_gemma":[0.99300396,0.00076478056,0.0033734157,0.0005502502,0.00020163023,0.0009272815,0.00006843644,0.00005883403,0.0010513789],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9973633,0.00037878126,0.00068774296,0.00045272522,0.00063686026,0.0004805395],"domain_scores_gemma":[0.9964114,0.0015750163,0.00032978714,0.001017503,0.0005040656,0.00016226168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008390587,0.00036921163,0.00095151144,0.00003143604,0.00032019973,0.00006648654,0.00021643593,0.000072055074,0.000103079714],"category_scores_gemma":[0.00045939643,0.00018427757,0.0006453984,0.0002795894,0.00013487625,0.00010125516,0.000027143875,0.000110177396,0.000010790854],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97087073,0.0011212882,0.015864993,0.00014353146,0.0017693918,0.00010478197,0.00053974416,0.0033872998,0.0051591336,0.00024926476,0.00001703635,0.00077280554],"study_design_scores_gemma":[0.9217477,0.0013965224,0.0019369766,0.0006583013,0.0038307724,2.5839188e-7,0.0009536248,0.011224776,0.04946812,0.00002663595,0.008434071,0.00032228426],"about_ca_topic_score_codex":0.00014633608,"about_ca_topic_score_gemma":0.00017110446,"teacher_disagreement_score":0.04912307,"about_ca_system_score_codex":0.00020130664,"about_ca_system_score_gemma":0.001297597,"threshold_uncertainty_score":0.7514621},"labels":[],"label_agreement":null},{"id":"W3136706431","doi":"10.1016/j.jtos.2021.03.006","title":"Human precorneal tear film and lipid layer dynamics in meibomian gland dysfunction","year":2021,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Center for Advancing Translational Sciences; National Eye Institute; Allergan; Alcon; National Institutes of Health","keywords":"Meibomian gland; Dynamics (music); Ophthalmology; Layer (electronics); Materials science; Medicine; Nanotechnology; Physics; Eyelid","score_opus":0.012260266299542862,"score_gpt":0.24624895716785467,"score_spread":0.2339886908683118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136706431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918358,0.0010861582,0.00019755014,0.0019892773,0.00015642899,0.00025922785,0.000008378261,0.000043855845,0.0044233715],"genre_scores_gemma":[0.992875,0.00013832649,0.00029370235,0.0004505376,0.000080142236,0.0000040486552,0.000073826486,0.000031503172,0.0060529485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988627,0.0001440565,0.0002060163,0.00030048253,0.00021757584,0.0002691648],"domain_scores_gemma":[0.9992764,0.00003701581,0.00004890218,0.0004764114,0.000067839566,0.00009344567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035607253,0.00016560899,0.00028084632,0.000031483,0.00012492966,0.00005375033,0.000073426265,0.00012561391,0.00015763279],"category_scores_gemma":[0.00004000228,0.00012674059,0.00008276602,0.00020789105,0.000052289153,0.00008208599,0.00007943638,0.00034097643,0.00005660715],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022529077,0.00033549653,0.93020266,0.00020494443,0.0003041671,0.0005675101,0.0010793881,0.0011765846,0.058777902,0.0023903125,0.00044789442,0.004287826],"study_design_scores_gemma":[0.012397042,0.000852692,0.7893287,0.0007111739,0.0008505844,0.00038191798,0.0075003374,0.07935864,0.028869173,0.0009216537,0.07755285,0.0012752595],"about_ca_topic_score_codex":0.0003671015,"about_ca_topic_score_gemma":0.0019184736,"teacher_disagreement_score":0.140874,"about_ca_system_score_codex":0.00012010938,"about_ca_system_score_gemma":0.00007493392,"threshold_uncertainty_score":0.5168331},"labels":[],"label_agreement":null},{"id":"W3139438817","doi":"10.1016/j.jtos.2021.03.004","title":"Bibliometric analysis of the meibomian gland literature","year":2021,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Johnson and Johnson Vision Care; Allergan; Santen; CooperVision","keywords":"Citation; Meibomian gland; Optical coherence tomography; Data science; Coherence (philosophical gambling strategy); Key (lock); Confocal microscopy; Field (mathematics); Citation analysis; Computer science; Medical physics; Medicine; Library science; Ophthalmology; Optics; Physics","score_opus":0.011082013962846825,"score_gpt":0.2583051743634322,"score_spread":0.24722316040058537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139438817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788651,0.015316125,0.000095494404,0.0034787178,0.00013016124,0.00016225301,0.000027538765,0.000019841998,0.0019047894],"genre_scores_gemma":[0.9942823,0.0005635611,0.00022062976,0.00076774287,0.000030874602,0.0000012856696,0.000032928616,0.000016391401,0.0040842746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861926,0.00019409123,0.00022796643,0.00022632052,0.0005168458,0.00021552942],"domain_scores_gemma":[0.99820864,0.00010629902,0.00010071411,0.0011982211,0.00031381505,0.0000723359],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00035535963,0.00014312186,0.0004161723,0.0035840876,0.000107362765,0.00006276557,0.00023366303,0.00010293642,0.00020533627],"category_scores_gemma":[0.00019004103,0.000073556555,0.00058955804,0.153131,0.000062603554,0.000052858104,0.00011660533,0.0002763542,0.000021182339],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000877251,0.00022476146,0.9048535,0.00011801585,0.006066559,0.00020667583,0.0011525583,0.0015444828,0.08179882,0.00076884584,0.0005386743,0.002639367],"study_design_scores_gemma":[0.0008634468,0.00004784475,0.88438284,0.0001397955,0.005418076,0.000024527215,0.0003119588,0.0013284974,0.07227122,0.00006741092,0.03497163,0.00017275172],"about_ca_topic_score_codex":0.00006196084,"about_ca_topic_score_gemma":0.00005445598,"teacher_disagreement_score":0.1495469,"about_ca_system_score_codex":0.000025913017,"about_ca_system_score_gemma":0.0001135424,"threshold_uncertainty_score":0.8648696},"labels":[],"label_agreement":null},{"id":"W3151160302","doi":"10.1016/j.jtos.2021.03.008","title":"Chemical and thermal ocular burns in the United States: An IRIS registry analysis","year":2021,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"IRIS (biosensor); Optometry; Medicine; Ophthalmology; Computer security; Computer science","score_opus":0.01992405668315343,"score_gpt":0.27631107088925355,"score_spread":0.2563870142061001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151160302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99588394,0.0010570965,0.00006068474,0.0025734524,0.00001533624,0.00013507326,0.000010429526,0.000020993311,0.00024301953],"genre_scores_gemma":[0.9981703,0.00021264832,0.00011451909,0.0008434527,0.000020997926,0.0000045170545,0.00033308967,0.000011652151,0.0002888032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883556,0.0003037108,0.00016395263,0.00024510396,0.00024275352,0.00020888855],"domain_scores_gemma":[0.9989784,0.00015813197,0.000044508666,0.0006828346,0.000054660748,0.000081514074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004385336,0.00013613935,0.00026216617,0.000040609277,0.00008050522,0.000040351595,0.000112644615,0.000066231245,0.000109055705],"category_scores_gemma":[0.00005687276,0.00007522666,0.00012766596,0.001062539,0.00011754132,0.000042592063,0.000049259586,0.00021554147,0.000009046802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006452672,0.0018276502,0.9130512,0.000099885736,0.0047486527,0.008964923,0.00956639,0.009010468,0.047251396,0.0003273404,0.00042714347,0.004079707],"study_design_scores_gemma":[0.006582428,0.00033437964,0.80272967,0.00023875426,0.010823073,0.00094825245,0.016693516,0.05091672,0.07042814,0.0006480741,0.038572468,0.0010845159],"about_ca_topic_score_codex":0.0005584611,"about_ca_topic_score_gemma":0.00003871417,"teacher_disagreement_score":0.1103215,"about_ca_system_score_codex":0.000028274471,"about_ca_system_score_gemma":0.00003720188,"threshold_uncertainty_score":0.3067654},"labels":[],"label_agreement":null},{"id":"W3151802177","doi":"10.1016/j.jtos.2020.11.012","title":"Repurposing medications","year":2020,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Networks of Centres of Excellence of Canada; U.S. Food and Drug Administration","keywords":"Repurposing; Medicine; Drug repositioning; Intensive care medicine; Pharmacology; Drug; Biology","score_opus":0.15523423977318346,"score_gpt":0.3932314399986392,"score_spread":0.23799720022545573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151802177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68821627,0.003931601,0.0020987901,0.27922025,0.0001646343,0.0005518578,0.0000032509404,0.0001437819,0.025669554],"genre_scores_gemma":[0.98008645,0.00016623994,0.0010127908,0.018185465,0.00008380641,0.0000016399716,0.0000056032136,0.000010027515,0.00044799704],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994201,0.000057488844,0.000109677254,0.000106560365,0.00019909933,0.00010708904],"domain_scores_gemma":[0.9994631,0.00013308854,0.000040038285,0.00019065989,0.000025183002,0.00014794985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017447221,0.0000555322,0.00009829133,0.0000043079845,0.000086359,0.000011535136,0.000084095365,0.00002263093,0.000316985],"category_scores_gemma":[0.00021339623,0.000033362576,0.00005447948,0.00013931989,0.000047851117,0.000050976305,0.000037666232,0.00019055475,0.0003193163],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00263311,0.001312691,0.46526524,0.0012453358,0.00340024,0.00069672975,0.025958365,0.0039922097,0.28373548,0.026807373,0.11791254,0.06704068],"study_design_scores_gemma":[0.000718525,0.00009530382,0.003139421,0.000025923111,0.0003507571,0.000027007769,0.00022594618,0.02289547,0.00633186,0.00009794665,0.96599627,0.00009560154],"about_ca_topic_score_codex":0.0000070142896,"about_ca_topic_score_gemma":1.9750905e-7,"teacher_disagreement_score":0.8480837,"about_ca_system_score_codex":0.000009580587,"about_ca_system_score_gemma":0.000028698063,"threshold_uncertainty_score":0.41042718},"labels":[],"label_agreement":null},{"id":"W3159446258","doi":"10.1016/j.jtos.2021.04.011","title":"Clinical practice patterns in the management of dry eye disease: A TFOS international survey","year":2021,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Tear Film and Ocular Surface Society","keywords":"Clinical Practice; Disease; Medicine; Ophthalmology; Optometry; Family medicine; Pathology","score_opus":0.034094108061411915,"score_gpt":0.36521306081003796,"score_spread":0.331118952748626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159446258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827816,0.001816291,0.00061925297,0.01130494,0.00030407228,0.00036350236,0.00003252318,0.000013662484,0.0027641791],"genre_scores_gemma":[0.9935953,0.0016048357,0.00091829686,0.00238948,0.000052671523,0.000007119512,0.00008413513,0.000017170314,0.0013309876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763274,0.0008861772,0.00040307076,0.0002595997,0.00063319074,0.00018519099],"domain_scores_gemma":[0.9983191,0.0004459296,0.00012492854,0.00084097916,0.00020391763,0.00006517582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026583986,0.00012402114,0.00023334232,0.00001745337,0.000041365227,0.000029635448,0.00033040796,0.000050410385,0.00013519403],"category_scores_gemma":[0.00031939318,0.00007687604,0.000179304,0.00023661797,0.00005377196,0.000085276195,0.00016040257,0.0003129322,0.000059486872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027753648,0.00056797033,0.9944875,0.00007380427,0.00050491386,0.0011000613,0.00024231235,0.00009333697,0.000059984293,0.00049781764,0.00006871245,0.0020260534],"study_design_scores_gemma":[0.0009520979,0.000034488476,0.96934396,0.00017555346,0.00026329973,0.0000016918056,0.001583607,0.0002933853,0.00010776472,0.000037204794,0.027121259,0.00008566625],"about_ca_topic_score_codex":0.00015678695,"about_ca_topic_score_gemma":0.00009982074,"teacher_disagreement_score":0.027052546,"about_ca_system_score_codex":0.000029762095,"about_ca_system_score_gemma":0.00009557934,"threshold_uncertainty_score":0.31349137},"labels":[],"label_agreement":null},{"id":"W3160954159","doi":"10.1016/j.jtos.2021.05.003","title":"Ocular redness – I: Etiology, pathogenesis, and assessment of conjunctival hyperemia","year":2021,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Eye Institute; National Institutes of Health","keywords":"Etiology; Medicine; Conjunctiva; Grading (engineering); Pathological; Pathology; Dermatology; Biology","score_opus":0.048765430713260116,"score_gpt":0.3599543034725712,"score_spread":0.31118887275931106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160954159","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011989272,0.9851442,0.0001989342,0.00025770412,0.00032340412,0.0012064844,0.0000634411,0.00004528661,0.0007712655],"genre_scores_gemma":[0.00075605616,0.9957052,0.0021725276,0.00011875333,0.000096458265,0.00002926192,0.00023564673,0.00010969831,0.0007764242],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99662787,0.0009653718,0.0007724147,0.00070173485,0.00051073625,0.00042189626],"domain_scores_gemma":[0.9973636,0.00029012925,0.00044924679,0.0014799373,0.00024621267,0.00017083206],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010611692,0.00062214915,0.0032186185,0.00007172124,0.00013184409,0.000032898904,0.00030539712,0.00058314705,0.00013315455],"category_scores_gemma":[0.0001077827,0.0003986048,0.00091597583,0.000388544,0.0003547606,0.000046258767,0.00030695822,0.0008366396,0.000024063118],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058475052,0.00056929316,0.004751712,0.03892728,0.0067287264,0.0013421171,0.0002538221,0.000029896473,0.0024565482,0.0057610827,0.0004843996,0.93863666],"study_design_scores_gemma":[0.0006038698,0.00015463245,0.0005059332,0.008152305,0.0053580725,0.00025814684,0.00019913947,0.000025859172,0.0000984409,0.000018838173,0.98419154,0.00043324396],"about_ca_topic_score_codex":0.00006501392,"about_ca_topic_score_gemma":0.000004594298,"teacher_disagreement_score":0.98370713,"about_ca_system_score_codex":0.00013072045,"about_ca_system_score_gemma":0.0011881012,"threshold_uncertainty_score":0.9998466},"labels":[],"label_agreement":null},{"id":"W3163857362","doi":"10.1016/j.jtos.2021.05.004","title":"Ocular redness – II: Progress in development of therapeutics for the management of conjunctival hyperemia","year":2021,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Eye Institute; National Institutes of Health","keywords":"Medicine; Tachyphylaxis; Intensive care medicine; Anesthesia; Dermatology; Pharmacology","score_opus":0.06896840604396552,"score_gpt":0.3510742608064932,"score_spread":0.28210585476252764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163857362","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00843738,0.9868958,0.00037142533,0.00024998764,0.00023702293,0.0036050845,0.000018346094,0.000017927327,0.00016700389],"genre_scores_gemma":[0.0016895339,0.99102235,0.005984401,0.00005325428,0.00003273945,0.00018288843,0.00008391487,0.00009985143,0.00085109274],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729,0.00023121083,0.0010209351,0.00043284654,0.0006282147,0.0003967794],"domain_scores_gemma":[0.9976799,0.00020669463,0.00051437056,0.00131058,0.0002370086,0.000051445488],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012820557,0.0004821098,0.0020035258,0.00006294972,0.00015113602,0.000016441138,0.000579242,0.00026444715,0.000027106214],"category_scores_gemma":[0.000011168965,0.00026070685,0.0007696051,0.0005483507,0.00018804152,0.000029296998,0.00032268686,0.00040802508,0.0000056796525],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009660128,0.000410234,0.00027330816,0.02924134,0.0063714264,0.00006528649,0.0011352929,0.000024457326,0.00003090274,0.0010529702,0.000021956284,0.96127623],"study_design_scores_gemma":[0.0009937917,0.00009933697,0.0001438075,0.018878609,0.004930008,0.000011763248,0.0010194472,0.000035556845,0.00076409767,0.000013603433,0.9728067,0.00030329905],"about_ca_topic_score_codex":0.000009311016,"about_ca_topic_score_gemma":0.000006412864,"teacher_disagreement_score":0.9727847,"about_ca_system_score_codex":0.00015428055,"about_ca_system_score_gemma":0.0006928936,"threshold_uncertainty_score":0.9999845},"labels":[],"label_agreement":null},{"id":"W3165571124","doi":"10.1016/j.jtos.2021.05.009","title":"Human meibum and tear film derived (O-acyl)-omega-hydroxy fatty acids in meibomian gland dysfunction","year":2021,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Center for Research Resources; National Center for Advancing Translational Sciences; National Eye Institute; National Institutes of Health","keywords":"Tears; Asymptomatic; Meibomian gland; Ophthalmology; Internal medicine; Medicine; Chemistry; Gastroenterology; Surgery; Eyelid","score_opus":0.012176520635163557,"score_gpt":0.24682089023689327,"score_spread":0.2346443696017297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165571124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917776,0.0025355439,0.00016572015,0.0028591368,0.0001476248,0.00036025356,0.000007691925,0.00007210778,0.0020743008],"genre_scores_gemma":[0.9956915,0.00022626213,0.00046996624,0.00070614443,0.00006910458,0.000007941878,0.00004904001,0.000044717293,0.0027353424],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99827254,0.00023031735,0.00030237858,0.0004413111,0.00034346554,0.0004099627],"domain_scores_gemma":[0.99892676,0.000048659378,0.000074178235,0.00070657284,0.0000933961,0.00015043694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047963174,0.00026070542,0.00044540048,0.00005153413,0.00022130756,0.000079840065,0.000120785684,0.00016685217,0.00019176322],"category_scores_gemma":[0.00008288004,0.00020153148,0.000130115,0.00033691502,0.00010463032,0.00013633953,0.0001299123,0.00043956126,0.00008370195],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017421292,0.0002204968,0.3398294,0.00013633826,0.00027610557,0.00073860213,0.0013742308,0.0004162308,0.6551785,0.00038883142,0.00018252722,0.0010845732],"study_design_scores_gemma":[0.0072054667,0.00030944005,0.7842492,0.0003393554,0.00041649112,0.00017176129,0.0025152303,0.002250908,0.16759321,0.0004308296,0.03385296,0.00066514075],"about_ca_topic_score_codex":0.0002910131,"about_ca_topic_score_gemma":0.00041304744,"teacher_disagreement_score":0.48758525,"about_ca_system_score_codex":0.00008155414,"about_ca_system_score_gemma":0.000103355276,"threshold_uncertainty_score":0.8218215},"labels":[],"label_agreement":null},{"id":"W3195635908","doi":"10.1016/j.jtos.2021.08.005","title":"Corrigendum to “Human precorneal tear film and lipid layer dynamics in meibomian gland dysfunction” [Ocul Surf 21 (2021) 250–256]","year":2021,"lang":"en","type":"erratum","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Meibomian gland; Ophthalmology; Medicine; Eyelid","score_opus":0.015352383928260594,"score_gpt":0.24876699682848724,"score_spread":0.23341461290022664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195635908","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.872151,0.018778153,0.00070321624,0.009141354,0.038656853,0.0041905106,0.00059473846,0.00028831832,0.055495866],"genre_scores_gemma":[0.0814008,0.002926776,0.0006471392,0.0018664991,0.0023881756,0.00007088927,0.0043865107,0.00045028256,0.9058629],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952974,0.00059620844,0.00081509555,0.0013005551,0.0009546986,0.0010360499],"domain_scores_gemma":[0.9969116,0.00009476691,0.00028137834,0.0018873521,0.00031579233,0.0005091297],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012193518,0.0009258819,0.0015832306,0.00022893245,0.00036247628,0.00026880088,0.00048646808,0.0010837392,0.0010605232],"category_scores_gemma":[0.00018166211,0.00075676973,0.00042800783,0.0007622542,0.00015133568,0.00014425193,0.00046574333,0.0025855976,0.0003287694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001168422,0.0010585899,0.088976644,0.0019427903,0.0027486791,0.0031201453,0.006486524,0.001084718,0.0036105677,0.0008332178,0.8843719,0.0045978404],"study_design_scores_gemma":[0.0030147329,0.0005722943,0.011670591,0.0015495535,0.00090358977,0.00011728122,0.0041052117,0.006486009,0.0002823014,0.00006452696,0.9698868,0.0013471303],"about_ca_topic_score_codex":0.0030758043,"about_ca_topic_score_gemma":0.012814549,"teacher_disagreement_score":0.85036707,"about_ca_system_score_codex":0.00071814825,"about_ca_system_score_gemma":0.0006955987,"threshold_uncertainty_score":0.99985266},"labels":[],"label_agreement":null},{"id":"W3212305861","doi":"10.1016/j.jtos.2021.10.009","title":"Human meibum and tear film derived cholesteryl and wax esters in meibomian gland dysfunction and tear film structure","year":2021,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Center for Research Resources; National Center for Advancing Translational Sciences; National Eye Institute","keywords":"Tears; Meibomian gland; Wax; Ophthalmology; Chemistry; Chromatography; Medicine; Biochemistry; Surgery; Eyelid","score_opus":0.007823849068531901,"score_gpt":0.23050626723823953,"score_spread":0.22268241816970763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212305861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929674,0.0038179643,0.000026564192,0.0024433092,0.00009026576,0.00035820308,0.00001843529,0.000036196194,0.00024161399],"genre_scores_gemma":[0.99753666,0.00035016768,0.00030401346,0.0006663009,0.0000491919,0.0000028867698,0.000038133527,0.000037719037,0.0010149513],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985854,0.00017619658,0.00023251491,0.00045092482,0.00023940548,0.00031556145],"domain_scores_gemma":[0.99921995,0.000050088256,0.00006855021,0.00044624004,0.00005673071,0.00015846417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027006012,0.00026067,0.00040408626,0.000049526003,0.00020255987,0.00012296472,0.00006922889,0.00017750177,0.00006999764],"category_scores_gemma":[0.000052899064,0.00019644693,0.000051474046,0.00016264454,0.00014457412,0.00015344488,0.00013076363,0.00040601307,0.0000053619565],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022000032,0.000086690634,0.43067008,0.00033632683,0.00030587538,0.00048010415,0.004253289,0.00025835013,0.56055355,0.00013068985,0.0002054523,0.002499593],"study_design_scores_gemma":[0.006331221,0.00030331803,0.9420492,0.00041908745,0.0004037869,0.0003275087,0.0044559673,0.0014661012,0.035621516,0.0002864398,0.0077946796,0.0005411821],"about_ca_topic_score_codex":0.00026664278,"about_ca_topic_score_gemma":0.0006657099,"teacher_disagreement_score":0.524932,"about_ca_system_score_codex":0.000038711285,"about_ca_system_score_gemma":0.000052440206,"threshold_uncertainty_score":0.8010873},"labels":[],"label_agreement":null},{"id":"W4200353952","doi":"10.1016/j.jtos.2021.12.011","title":"Characterization of the thickness of the Tear Film Lipid Layer in Meibomian Gland Dysfunction using high resolution optical microscopy","year":2021,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Center for Advancing Translational Sciences; National Eye Institute","keywords":"Meibomian gland; Resolution (logic); Ophthalmology; Asymptomatic; Materials science; High resolution; Optics; Medicine; Pathology; Physics","score_opus":0.013879374615393628,"score_gpt":0.24586265449426034,"score_spread":0.23198327987886672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200353952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99549294,0.00020813667,0.000724373,0.0026289418,0.0004310827,0.0003709624,0.000013996797,0.000009731345,0.000119860844],"genre_scores_gemma":[0.9988198,0.00005091556,0.0003275648,0.00023925667,0.000055915047,0.0000017847099,0.000016321834,0.000020359483,0.000468073],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986078,0.00034740072,0.0003096224,0.00018944652,0.00035925614,0.00018647138],"domain_scores_gemma":[0.9988907,0.000049494243,0.00016723607,0.00069285417,0.0001710196,0.000028701814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004936369,0.00012798674,0.00026888054,0.000021122069,0.000116562005,0.000017088141,0.00016071317,0.00013637905,0.00004451354],"category_scores_gemma":[0.00012893566,0.00006989586,0.0001447828,0.0004712328,0.000120003446,0.00007459222,0.0001222979,0.0002934666,0.0000048582883],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012277026,0.000081021826,0.061018895,0.00006344355,0.000044614284,0.0000032975133,0.00038497776,0.0013725895,0.9365737,0.0002591597,0.0000050234194,0.00007049684],"study_design_scores_gemma":[0.0007947476,0.000031101466,0.2906431,0.00032652266,0.00015356689,0.000014766872,0.0002388533,0.002998907,0.7039457,0.000026356181,0.00075111614,0.00007526822],"about_ca_topic_score_codex":0.0002936815,"about_ca_topic_score_gemma":0.00009675763,"teacher_disagreement_score":0.23262802,"about_ca_system_score_codex":0.00007160808,"about_ca_system_score_gemma":0.00019652586,"threshold_uncertainty_score":0.28502706},"labels":[],"label_agreement":null},{"id":"W4210569740","doi":"10.1016/j.jtos.2022.01.002","title":"Morphological characteristics of Meibomian Glands and their Influence on Dry Eye disease in contact lens wearers","year":2022,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Center for Advancing Translational Sciences; Alcon","keywords":"Meibomian gland; Eyelid; Medicine; Receiver operating characteristic; Ophthalmology; Contact lens; Atrophy; Pathology; Internal medicine","score_opus":0.011031252567726281,"score_gpt":0.23574386722192903,"score_spread":0.22471261465420275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210569740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968738,0.0006537181,0.000010731273,0.0017157651,0.000062997664,0.00038308435,0.00009458468,0.000026442014,0.00017885656],"genre_scores_gemma":[0.9984446,0.00016573523,0.000027253534,0.0010982071,0.000014619112,0.000011570584,0.000030927225,0.000020837873,0.00018623631],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986641,0.00028372568,0.00025351776,0.00026331353,0.00028085933,0.0002544812],"domain_scores_gemma":[0.9991052,0.0001452035,0.0000991991,0.00049994973,0.000036859718,0.00011354452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005792639,0.00018278758,0.0003824488,0.00004710641,0.00012423725,0.0000142734925,0.00016941402,0.000047584235,0.00010538577],"category_scores_gemma":[0.00012446102,0.00012007957,0.00010505574,0.0001848122,0.000096635114,0.000049531125,0.00015214235,0.00042656757,0.000009832423],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001169402,0.00019145902,0.96996474,0.000040015977,0.00005705982,0.00034993677,0.0006720462,0.00056751556,0.02640379,0.00025000772,0.000006116965,0.0003279348],"study_design_scores_gemma":[0.0012064333,0.00045117948,0.99232256,0.00007162405,0.00005953478,0.00000257303,0.00053897745,0.0006906882,0.0013208751,0.000058405916,0.0031242224,0.00015292356],"about_ca_topic_score_codex":0.0001439778,"about_ca_topic_score_gemma":0.0000064977785,"teacher_disagreement_score":0.025082916,"about_ca_system_score_codex":0.000065779794,"about_ca_system_score_gemma":0.00008086439,"threshold_uncertainty_score":0.48967028},"labels":[],"label_agreement":null},{"id":"W4223514429","doi":"10.1016/j.jtos.2022.04.001","title":"The impact of contact lenses on meibomian gland morphology","year":2022,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Meibomian gland; Lens (geology); Ophthalmology; Morphology (biology); Materials science; Medicine; Optics; Biology","score_opus":0.04991822224732549,"score_gpt":0.3525905441210826,"score_spread":0.3026723218737571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223514429","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030412387,0.96544313,0.0000023247223,0.0002370548,0.00029509034,0.0014424906,0.00010140897,0.00004378879,0.0020223022],"genre_scores_gemma":[0.006412054,0.991553,0.000010044362,0.0001081636,0.000090191366,0.000034495522,0.000094462084,0.00011407151,0.0015835187],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99682665,0.0009765757,0.0006645356,0.00044176562,0.0005504144,0.0005400884],"domain_scores_gemma":[0.9963336,0.0010207769,0.00055218494,0.0019015028,0.000064653665,0.00012728995],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011231658,0.0005961651,0.002137557,0.00007195375,0.00037376073,0.000042634707,0.00068538863,0.000266342,0.00056888995],"category_scores_gemma":[0.00021283209,0.00026691286,0.0020015233,0.00038010994,0.00016493208,0.000029985538,0.0001981333,0.0011686118,0.0001876975],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011951344,0.0006910365,0.0009973609,0.006243467,0.012047387,0.001226281,0.000666462,0.00020903636,0.000399961,0.0014932742,0.0045479406,0.9702827],"study_design_scores_gemma":[0.00059919455,0.0012899258,0.00021298067,0.0016695516,0.001737758,0.00016729749,0.00011395791,0.000008048922,0.000030196883,0.000022099312,0.9938739,0.00027506583],"about_ca_topic_score_codex":0.00059825525,"about_ca_topic_score_gemma":0.000013876712,"teacher_disagreement_score":0.989326,"about_ca_system_score_codex":0.00029694135,"about_ca_system_score_gemma":0.0007158302,"threshold_uncertainty_score":0.9999783},"labels":[],"label_agreement":null},{"id":"W4224984636","doi":"10.1016/j.jtos.2022.04.008","title":"Immuno Tomography (IT) and Imaging Mass Cytometry (IMC) for constructing spatially resolved, multiplexed 3D IMC data sets","year":2022,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fluidigm (Canada)","funders":"National Eye Institute; National Institutes of Health; University of California, Irvine; Research to Prevent Blindness","keywords":"Mass cytometry; Tomography; Multiplexing; Nuclear medicine; Physics; Computer science; Medicine; Optics; Chemistry; Telecommunications","score_opus":0.026688840491785687,"score_gpt":0.28327050442915347,"score_spread":0.2565816639373678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224984636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97057486,0.012364116,0.00885292,0.004599757,0.00052925816,0.0017811068,0.00048813404,0.0001829155,0.0006269334],"genre_scores_gemma":[0.95663285,0.00014750111,0.041119594,0.0012675682,0.0000745746,0.000031585834,0.00038028308,0.000088111745,0.00025791925],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755365,0.00024259716,0.00042351105,0.00065698166,0.00056202186,0.0005612163],"domain_scores_gemma":[0.99749607,0.0003783246,0.00020249288,0.0016721878,0.000119746604,0.00013117149],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001714339,0.00030715976,0.0004787082,0.00012260048,0.0007453549,0.00009878999,0.000621358,0.00006022802,0.00013396573],"category_scores_gemma":[0.00021732732,0.0002593501,0.00017976137,0.00048297687,0.000180034,0.00020487345,0.000807605,0.0005285019,0.0000087184835],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014748496,0.00020379288,0.34285635,0.00037144418,0.001283428,0.00034255203,0.0018276748,0.0006268596,0.622816,0.0003526892,0.0011444546,0.026699891],"study_design_scores_gemma":[0.039103054,0.0016904927,0.032990005,0.0009499281,0.004878058,0.001458355,0.05784602,0.23256591,0.06505492,0.0015133097,0.5575183,0.00443167],"about_ca_topic_score_codex":0.0002792665,"about_ca_topic_score_gemma":0.000028533883,"teacher_disagreement_score":0.5577611,"about_ca_system_score_codex":0.00007077932,"about_ca_system_score_gemma":0.00015332908,"threshold_uncertainty_score":0.9999859},"labels":[],"label_agreement":null},{"id":"W4280502683","doi":"10.1016/j.jtos.2022.05.003","title":"The effect of time on grading corneal fluorescein and conjunctival lissamine green staining","year":2022,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North Toronto Eye Care","funders":"Santen","keywords":"Staining; Fluorescein; Medicine; Conjunctiva; Ophthalmology; Grading scale; Grading (engineering); Cornea; Slit lamp; Pathology; Sodium fluorescein; Surgery","score_opus":0.006172209698235468,"score_gpt":0.22593235757123167,"score_spread":0.2197601478729962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280502683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950946,0.001605128,0.000014693697,0.0016509595,0.00010410667,0.0005512124,0.000011340691,0.00004009568,0.0009278556],"genre_scores_gemma":[0.997039,0.000042122945,0.000024865572,0.00018139488,0.000040965024,0.000010968292,0.000011689247,0.00003310722,0.0026158413],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983385,0.0004913229,0.00019715156,0.00021840948,0.00047625302,0.00027831653],"domain_scores_gemma":[0.9985572,0.00074746,0.00010186315,0.00049403694,0.000027413635,0.00007198656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014471163,0.0001780802,0.00033551277,0.00002812317,0.0005418549,0.000020791846,0.00018509431,0.00003507572,0.000051969288],"category_scores_gemma":[0.00010214118,0.00009893835,0.00012260661,0.00019072744,0.00014067676,0.00003097243,0.00018494407,0.00040060075,0.000026546815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015870558,0.00034445015,0.2893607,0.00051120226,0.0028417856,0.0008793488,0.006098413,0.006941066,0.6155315,0.0035529956,0.0023921097,0.055675842],"study_design_scores_gemma":[0.030469816,0.04638216,0.098939955,0.0008562111,0.0034774914,0.0005280198,0.007660941,0.08822002,0.52400124,0.0007564185,0.19648877,0.0022189736],"about_ca_topic_score_codex":0.00016273923,"about_ca_topic_score_gemma":0.00000482911,"teacher_disagreement_score":0.19409665,"about_ca_system_score_codex":0.000056579403,"about_ca_system_score_gemma":0.000038867394,"threshold_uncertainty_score":0.41675645},"labels":[],"label_agreement":null},{"id":"W4308620238","doi":"10.1016/j.jtos.2022.11.002","title":"Outcomes of keratolimbal allograft from ABO compatible donors for severe bilateral limbal stem cell deficiency","year":2022,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; ABO blood group system; Basiliximab; Surgery; Visual acuity; Corneal transplantation; Prednisone; Keratoprosthesis; Transplantation; Ophthalmology; Tacrolimus; Internal medicine","score_opus":0.019094348980432715,"score_gpt":0.24616198479925835,"score_spread":0.22706763581882564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308620238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967485,0.0010139303,0.000058814076,0.00045925693,0.00027057383,0.0006337487,0.0002964465,0.000042992306,0.00047570543],"genre_scores_gemma":[0.9973521,0.000019559022,0.00039851535,0.00022998151,0.0000134108195,0.000030705112,0.00012069016,0.000023300729,0.0018117235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998773,0.00011374175,0.0002806702,0.00024864342,0.0003114051,0.00027254454],"domain_scores_gemma":[0.99909943,0.00024034601,0.00012435405,0.00041304182,0.000047128953,0.00007572349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022880637,0.0001751645,0.0004171961,0.000030625455,0.00025518902,0.000012605859,0.00017318735,0.000037189755,0.00023923755],"category_scores_gemma":[0.0000053369185,0.00011828079,0.0002610802,0.0001938069,0.000050171227,0.000039581475,0.00012512653,0.00013973964,0.000015610975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005772762,0.0008180902,0.98859173,0.000049446196,0.0002661493,0.00005000024,0.00094743224,0.003742428,0.0035721806,0.00008887693,0.000554667,0.0007416967],"study_design_scores_gemma":[0.012071131,0.0023766689,0.90481514,0.000072119314,0.0015890596,0.00010019996,0.003218246,0.0057579493,0.04417193,0.0008731928,0.024052516,0.0009018686],"about_ca_topic_score_codex":0.000619722,"about_ca_topic_score_gemma":0.00002421686,"teacher_disagreement_score":0.08377664,"about_ca_system_score_codex":0.00006417951,"about_ca_system_score_gemma":0.00007471283,"threshold_uncertainty_score":0.48233506},"labels":[],"label_agreement":null},{"id":"W4362456044","doi":"10.1016/j.jtos.2023.03.004","title":"Superior limbic keratoconjunctivitis: Update on pathophysiology and management","year":2023,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microtrauma; Pathophysiology; Inflammation; Medicine; Keratoconjunctivitis; Presentation (obstetrics); Pathology; Neuroscience; Dermatology; Immunology; Psychology; Surgery","score_opus":0.03503584287200116,"score_gpt":0.30934106524335814,"score_spread":0.27430522237135696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362456044","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036538572,0.9918577,0.000009524017,0.00048749236,0.00032616203,0.0028550983,0.00004003642,0.00018169645,0.0005884482],"genre_scores_gemma":[0.000067157336,0.9947944,0.00010370574,0.00089011807,0.0001176143,0.00015649272,0.00011160194,0.00016666956,0.00359222],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997615,0.0003800125,0.00046361043,0.00071068795,0.0003332262,0.00049751264],"domain_scores_gemma":[0.9982781,0.00015424323,0.00016117272,0.0012278708,0.00003564596,0.00014300694],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046558448,0.0006034545,0.001911423,0.000111369205,0.00017482074,0.000057761532,0.00026069954,0.0003048538,0.00006204919],"category_scores_gemma":[0.000024075873,0.00037110742,0.00057899405,0.00038941135,0.00012162589,0.000039818427,0.00027667396,0.0006333713,0.002555564],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010281432,0.00015957752,0.000023696211,0.028297996,0.0029286053,0.0021800192,0.00008290976,0.0000097632665,0.000027045502,0.0025874942,0.0010416335,0.96255845],"study_design_scores_gemma":[0.000499974,0.0002595596,0.00006620776,0.009226192,0.0024496047,0.000034317938,0.000052403386,0.000016754806,0.000006516138,0.00012401505,0.98687977,0.00038468488],"about_ca_topic_score_codex":0.00001574016,"about_ca_topic_score_gemma":0.0000054423513,"teacher_disagreement_score":0.9858381,"about_ca_system_score_codex":0.00007820145,"about_ca_system_score_gemma":0.000094226976,"threshold_uncertainty_score":0.9998741},"labels":[],"label_agreement":null},{"id":"W4365457015","doi":"10.1016/j.jtos.2023.04.005","title":"TFOS Lifestyle: Impact of cosmetics on the ocular surface","year":2023,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Eye Institute; Allergan; Seqirus; CooperVision","keywords":"Cosmetics; Eyelash; Medicine; Optometry; Pathology","score_opus":0.07858946446822916,"score_gpt":0.37183768845161197,"score_spread":0.2932482239833828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365457015","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0398135,0.9540704,0.000031171054,0.0006244751,0.0004320616,0.00349678,0.00019889786,0.00021414699,0.0011185955],"genre_scores_gemma":[0.0029217736,0.9905475,0.000105120154,0.00024291154,0.00019868699,0.000029594961,0.00015348993,0.00038969514,0.005411234],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941939,0.0012944449,0.0012776004,0.00081951416,0.0014394897,0.0009750614],"domain_scores_gemma":[0.9929614,0.0017756902,0.0008844536,0.0037688564,0.00030693464,0.0003026656],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025721274,0.0012100749,0.003501606,0.0001270456,0.00029376303,0.00009140225,0.0012934061,0.00071260065,0.0002980896],"category_scores_gemma":[0.0006607289,0.00059320923,0.0034130495,0.0015806868,0.00034532038,0.00006402086,0.00037624134,0.0018958439,0.0024799716],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020621014,0.0068486794,0.006988288,0.1787985,0.13336302,0.008344228,0.011370182,0.02141696,0.0020957564,0.017597333,0.08422977,0.5268852],"study_design_scores_gemma":[0.0007899474,0.0008685707,0.00017507418,0.018624825,0.007504088,0.00009035963,0.0002979766,0.00029867745,0.0001832772,0.00009239913,0.9700763,0.0009984784],"about_ca_topic_score_codex":0.00024655752,"about_ca_topic_score_gemma":0.000010373812,"teacher_disagreement_score":0.88584656,"about_ca_system_score_codex":0.00035673418,"about_ca_system_score_gemma":0.0011755441,"threshold_uncertainty_score":0.9996519},"labels":[],"label_agreement":null},{"id":"W4365512480","doi":"10.1016/j.jtos.2023.04.007","title":"TFOS Lifestyle Report: Impact of environmental conditions on the ocular surface","year":2023,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Seqirus; Santen; CooperVision; Allergan; World Health Organization","keywords":"Environmental health; Environmental science; Medicine; Air pollution; Pollution; Dew point; Meteorology; Geography; Ecology; Biology","score_opus":0.04588419323745058,"score_gpt":0.34618731421454785,"score_spread":0.30030312097709727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365512480","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11503072,0.8789594,0.000008369789,0.00053947046,0.00030733348,0.0032091688,0.0007844809,0.00016091357,0.0010001282],"genre_scores_gemma":[0.018968973,0.97171664,0.000038466234,0.0001517265,0.00016430512,0.00004845604,0.00074148475,0.0002974754,0.0078724595],"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951891,0.00084443484,0.0012624328,0.0008023861,0.0011634567,0.00073819095],"domain_scores_gemma":[0.994389,0.00097572367,0.0009940569,0.0033160313,0.0000668177,0.00025837362],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016847594,0.0009549592,0.0024943617,0.00009853571,0.00036968366,0.000059963255,0.0007619653,0.00051857514,0.0009227465],"category_scores_gemma":[0.00029412666,0.0005008269,0.0030094432,0.0006796339,0.00039963942,0.000080117105,0.00028566935,0.0013619018,0.0025923266],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022228258,0.020935081,0.047345184,0.1337538,0.2527753,0.09330801,0.011613348,0.03810241,0.023530211,0.014196536,0.12691782,0.23529945],"study_design_scores_gemma":[0.0007496106,0.00063047546,0.0021135476,0.010766099,0.0069516804,0.0007279874,0.0003113403,0.00008250836,0.00020304785,0.00008656084,0.9763828,0.0009943579],"about_ca_topic_score_codex":0.00022471731,"about_ca_topic_score_gemma":0.000008538603,"teacher_disagreement_score":0.84946495,"about_ca_system_score_codex":0.00041349535,"about_ca_system_score_gemma":0.00066388637,"threshold_uncertainty_score":0.9999905},"labels":[],"label_agreement":null},{"id":"W4365518069","doi":"10.1016/j.jtos.2023.04.006","title":"TFOS Lifestyle: Impact of societal challenges on the ocular surface","year":2023,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Allergan; Seqirus; Santen; CooperVision","keywords":"Socioeconomic status; Sanitation; Environmental health; Poverty; Medicine; Pandemic; Geography; Disease; Socioeconomics; Economic growth; Population; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Sociology; Economics","score_opus":0.11018112312878196,"score_gpt":0.3745709869642301,"score_spread":0.2643898638354481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365518069","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024378274,0.968768,0.0000070547653,0.00175058,0.00034374685,0.0028584334,0.00015037892,0.00022992978,0.0015135775],"genre_scores_gemma":[0.0032774827,0.99200153,0.000050525185,0.00015502863,0.0002593988,0.00003651557,0.00010189935,0.00036278085,0.0037548428],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99429154,0.0012471412,0.0011143886,0.0009284364,0.0014155452,0.0010029329],"domain_scores_gemma":[0.9938715,0.0014911002,0.00081721094,0.0033028764,0.00024223138,0.00027506455],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026593097,0.0012433645,0.0034697738,0.00009364706,0.00031417247,0.00007086545,0.0012382579,0.0008037234,0.00025374204],"category_scores_gemma":[0.00039429642,0.0006106638,0.0043244013,0.0009329617,0.00036079533,0.0000838532,0.00038650108,0.0018906178,0.0020585214],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009652383,0.0043186727,0.0015250825,0.1484753,0.10249001,0.0042098993,0.010564797,0.0050718426,0.0011250973,0.013758569,0.029488929,0.67800653],"study_design_scores_gemma":[0.0008556166,0.0009547004,0.00032747944,0.019886062,0.0064261276,0.00010852143,0.000636875,0.000179147,0.00011561846,0.00010857063,0.969274,0.0011272968],"about_ca_topic_score_codex":0.00022212206,"about_ca_topic_score_gemma":0.000016069573,"teacher_disagreement_score":0.93978506,"about_ca_system_score_codex":0.00032971436,"about_ca_system_score_gemma":0.0010444657,"threshold_uncertainty_score":0.99963444},"labels":[],"label_agreement":null},{"id":"W4366498246","doi":"10.1016/j.jtos.2023.04.011","title":"TFOS Lifestyle: Impact of elective medications and procedures on the ocular surface","year":2023,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Allergan; Seqirus; Santen; CooperVision","keywords":"Medicine; Psychological intervention; Quality of life (healthcare); Refractive surgery; Elective surgery; Ocular surgery; Intensive care medicine; LASIK; Surgery; Ophthalmology; Cornea","score_opus":0.01616542890348876,"score_gpt":0.2972350514552054,"score_spread":0.28106962255171664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366498246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877257,0.0013420037,0.000028748418,0.008721809,0.00004182037,0.0006105581,0.000014655582,0.00008497136,0.0014297776],"genre_scores_gemma":[0.9981443,0.0006014705,0.000017828152,0.00034420195,0.000026252086,0.000011225461,0.000015994518,0.000024167852,0.0008145566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878037,0.00016397679,0.00019540743,0.00022357125,0.00036354913,0.0002731007],"domain_scores_gemma":[0.99850667,0.00069342065,0.00009488309,0.00049597706,0.00010184135,0.0001072153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008374283,0.00016589004,0.0002527878,0.00003887415,0.00021019852,0.000015474052,0.00014878204,0.00007163942,0.000121442135],"category_scores_gemma":[0.00078614097,0.000085922045,0.00016010246,0.0007654704,0.0002333408,0.000041133942,0.00005997266,0.0002372585,0.00008113971],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022650077,0.0013358562,0.6882745,0.0006717378,0.004481606,0.000155853,0.018036077,0.034002155,0.14466116,0.007976142,0.0929996,0.005140313],"study_design_scores_gemma":[0.0016354987,0.0008917557,0.957563,0.00040822575,0.0005992292,0.0000802865,0.003078125,0.008053176,0.018600408,0.0027423273,0.0058608423,0.00048715132],"about_ca_topic_score_codex":0.00028485202,"about_ca_topic_score_gemma":0.000023207012,"teacher_disagreement_score":0.26928848,"about_ca_system_score_codex":0.000034417564,"about_ca_system_score_gemma":0.0002675162,"threshold_uncertainty_score":0.35037994},"labels":[],"label_agreement":null},{"id":"W4366992362","doi":"10.1016/j.jtos.2023.04.003","title":"TFOS Lifestyle: Impact of nutrition on the ocular surface","year":2023,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North Toronto Eye Care","funders":"Allergan; Seqirus; Santen; CooperVision","keywords":"Micronutrient; Nutrient; Medicine; Environmental health; Anorexia nervosa; Physiology; Essential nutrient; Biology; Pathology; Eating disorders; Psychiatry","score_opus":0.06189660986642148,"score_gpt":0.35749363891393304,"score_spread":0.29559702904751156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366992362","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035557073,0.9580464,0.000021198155,0.00086996605,0.0003343337,0.0040547242,0.00021667559,0.00021395911,0.00068566634],"genre_scores_gemma":[0.0028411578,0.99303544,0.00008114937,0.00017162369,0.0002662752,0.000061292136,0.00024406241,0.00030633796,0.0029926721],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99485284,0.0011920646,0.0011240614,0.0007722258,0.0012307673,0.0008280184],"domain_scores_gemma":[0.9944507,0.0013046899,0.0007694985,0.0029644945,0.00026786013,0.00024279833],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020735604,0.0010445131,0.0029620528,0.00013047091,0.0002868952,0.000082479346,0.00096926454,0.0006737652,0.0002932137],"category_scores_gemma":[0.00043441632,0.0005257055,0.003210373,0.0014301608,0.00024921264,0.00008669987,0.00024397639,0.0015856064,0.0021720917],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002304596,0.012958643,0.0047910386,0.2800498,0.08768592,0.00626007,0.0041843527,0.007425662,0.0036906523,0.0128635485,0.08323816,0.49454758],"study_design_scores_gemma":[0.00097023405,0.00079552043,0.00020050457,0.029961888,0.0049212147,0.000085726395,0.0001598672,0.0001721114,0.00023768203,0.000109211374,0.96158266,0.00080340455],"about_ca_topic_score_codex":0.00035725895,"about_ca_topic_score_gemma":0.0000124118515,"teacher_disagreement_score":0.8783445,"about_ca_system_score_codex":0.00036306438,"about_ca_system_score_gemma":0.00078078435,"threshold_uncertainty_score":0.99971944},"labels":[],"label_agreement":null},{"id":"W4367301581","doi":"10.1016/j.jtos.2023.04.014","title":"TFOS Lifestyle Report Introduction: A Lifestyle Epidemic - Ocular Surface Disease","year":2023,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Health and Medical Research Council; Seqirus; Santen; Allergan; Fundação de Amparo à Pesquisa do Estado de São Paulo; CooperVision","keywords":"Medicine; Disease; Epidemic disease; Internal medicine; Virology","score_opus":0.015625973815178502,"score_gpt":0.27386330834789063,"score_spread":0.25823733453271214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367301581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9391397,0.0038288115,0.00041849713,0.052551415,0.0011164655,0.0011799573,0.00002505459,0.0009260781,0.0008140243],"genre_scores_gemma":[0.95549846,0.0010010668,0.0007588889,0.001778033,0.0015394423,0.000034288663,0.00034119558,0.00019691103,0.038851697],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954762,0.00046498014,0.0008233549,0.001071069,0.0011359992,0.0010283963],"domain_scores_gemma":[0.99555266,0.00024990388,0.0002931268,0.0029102648,0.00030484202,0.00068920257],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026220572,0.00055947364,0.0008071889,0.00010148289,0.0005004862,0.00009563809,0.00047032235,0.00022681429,0.00043603743],"category_scores_gemma":[0.0012002324,0.00042944317,0.00060613785,0.0014321272,0.00024527783,0.0002741514,0.00030272958,0.0007820772,0.0040989686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012727518,0.00086232927,0.7320483,0.00079845876,0.0022074257,0.02333756,0.001462346,0.03914737,0.06511695,0.002568852,0.12974352,0.0014341769],"study_design_scores_gemma":[0.0026019737,0.00028711927,0.121969216,0.00031332753,0.0015276326,0.0008205303,0.0009356886,0.010067997,0.008935618,0.00078601536,0.85046226,0.0012926303],"about_ca_topic_score_codex":0.00021093668,"about_ca_topic_score_gemma":0.000015535274,"teacher_disagreement_score":0.72071874,"about_ca_system_score_codex":0.00016309046,"about_ca_system_score_gemma":0.00045864782,"threshold_uncertainty_score":0.99981576},"labels":[],"label_agreement":null},{"id":"W4368373939","doi":"10.1016/j.jtos.2023.04.010","title":"TFOS Lifestyle: Impact of contact lenses on the ocular surface","year":2023,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Contact lens; Medicine; Optometry; Lens (geology); Ophthalmology; Engineering","score_opus":0.07618588585713779,"score_gpt":0.3646666023334163,"score_spread":0.2884807164762785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4368373939","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08078382,0.91276217,0.000014131334,0.0006825563,0.00040825424,0.0036583447,0.00026521346,0.00025338694,0.0011721355],"genre_scores_gemma":[0.01011321,0.9840588,0.00004427444,0.0002882652,0.00023020922,0.000038436236,0.00016470523,0.0004113524,0.004650757],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99367404,0.0014699122,0.0013858656,0.0009514828,0.0014357169,0.0010830037],"domain_scores_gemma":[0.99237126,0.0022389959,0.0010109331,0.00375166,0.0003127008,0.00031445076],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0024244522,0.0013884704,0.004057574,0.00014254029,0.00034680072,0.000109403096,0.0012878185,0.000742735,0.00041622625],"category_scores_gemma":[0.0007116288,0.00067547016,0.0039790673,0.0013543133,0.00028129062,0.00010274889,0.00034273445,0.0019175836,0.0025530062],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035884231,0.006500468,0.013866896,0.16451456,0.15063837,0.010705314,0.0070610065,0.0073904726,0.007997783,0.017356904,0.0694794,0.5409004],"study_design_scores_gemma":[0.0010524701,0.0014660637,0.00067416625,0.024840543,0.0070793424,0.00012870373,0.00023879633,0.0001044903,0.00035717085,0.00005503654,0.96285635,0.0011468666],"about_ca_topic_score_codex":0.0007691965,"about_ca_topic_score_gemma":0.000023206296,"teacher_disagreement_score":0.89337695,"about_ca_system_score_codex":0.0003950715,"about_ca_system_score_gemma":0.0013618009,"threshold_uncertainty_score":0.9998866},"labels":[],"label_agreement":null},{"id":"W4384936749","doi":"10.1016/j.jtos.2023.07.002","title":"Efficacy and safety of AZR-MD-001 selenium sulfide ophthalmic ointment in adults with meibomian gland dysfunction: A vehicle-controlled, randomized clinical trial","year":2023,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Queensland University of Technology; University of Waterloo; Deakin University; University of New South Wales","keywords":"Tolerability; Medicine; Meibomian gland; Adverse effect; Clinical trial; Internal medicine; Randomized controlled trial; Clinical endpoint; Eyelid; Gastroenterology; Surgery","score_opus":0.01676524950835692,"score_gpt":0.28500995079453784,"score_spread":0.26824470128618094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384936749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99045956,0.001664529,0.000050159917,0.0019587616,0.00028643452,0.004940619,0.000009829898,0.0000821615,0.0005479497],"genre_scores_gemma":[0.99685335,0.0017222158,0.00016329926,0.0001251619,0.0001352988,0.00006677726,0.000045776374,0.000045489563,0.00084261165],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9961942,0.0012510959,0.001099322,0.0004909407,0.0005403764,0.000424054],"domain_scores_gemma":[0.9969143,0.001796948,0.00030492235,0.0006820798,0.00012761839,0.00017411019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005047415,0.00032206968,0.0018291255,0.000100382524,0.00010237268,0.000028369048,0.00015567224,0.0001925927,0.000073243005],"category_scores_gemma":[0.0006237098,0.00018581265,0.00036526585,0.0004984027,0.00027084947,0.00007702322,0.000087730084,0.00046443325,0.00007444699],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98767424,0.00045888848,0.007831298,0.00009389367,0.0009209465,0.00016112375,0.00040621212,0.00036713472,0.0006050824,0.00009231557,0.00007591887,0.0013129415],"study_design_scores_gemma":[0.9840674,0.002013703,0.0077126618,0.00043836786,0.0008473105,0.000029405343,0.0003738259,0.00304712,0.00039505042,0.000036251924,0.0008122264,0.00022666957],"about_ca_topic_score_codex":0.0003155283,"about_ca_topic_score_gemma":0.00009622516,"teacher_disagreement_score":0.0063938145,"about_ca_system_score_codex":0.000052314022,"about_ca_system_score_gemma":0.0001748974,"threshold_uncertainty_score":0.75772196},"labels":[],"label_agreement":null},{"id":"W4386154552","doi":"10.1016/j.jtos.2023.08.004","title":"TNF is a critical cytokine in age-related dry eye disease","year":2023,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"National Center for Research Resources; Sid W. Richardson Foundation; National Eye Institute; University of Oklahoma; Canadian Institutes of Health Research; Cancer Prevention and Research Institute of Texas; University of Oklahoma Health Sciences Center; Center for the Study of Democratic Politics, Princeton University; National Cancer Institute; National Institutes of Health; Hamill Foundation; Research to Prevent Blindness","keywords":"Lacrimal gland; Cytokine; Tumor necrosis factor alpha; Tears; Inflammation; Harderian gland; Lacrimal apparatus; Endocrinology; Biology; Internal medicine; Immunology; CXCL1; Cathepsin B; Medicine; Pathology; Chemokine","score_opus":0.016719383994381616,"score_gpt":0.29612472852287614,"score_spread":0.2794053445284945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386154552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720699,0.0014745282,0.000038366947,0.023934482,0.00015980123,0.00041726948,0.000022658141,0.00024101151,0.0016419712],"genre_scores_gemma":[0.9915089,0.00022957295,0.00010074897,0.0017057132,0.00004530723,0.000011268034,0.00004336378,0.000054245796,0.006300901],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817425,0.00015550348,0.00030627174,0.00036727492,0.0004629885,0.00053368916],"domain_scores_gemma":[0.99868816,0.00014588432,0.000031990337,0.00080891425,0.000062742736,0.00026229583],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005393771,0.0002214065,0.0003510545,0.00008464231,0.00011019123,0.000034775145,0.00019891404,0.00011818736,0.0003729081],"category_scores_gemma":[0.00030888355,0.00016226969,0.00021919065,0.00085986446,0.0001687916,0.00008398133,0.00012565621,0.0004315631,0.0022006251],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007449592,0.0006099386,0.9390237,0.0004021727,0.00041648926,0.01382492,0.0025613126,0.0012024478,0.031203333,0.0058645,0.0018269995,0.0023192759],"study_design_scores_gemma":[0.0035688798,0.0001982244,0.93330884,0.0005835931,0.0005380613,0.0000025864244,0.001236753,0.011759139,0.0056021675,0.0032955753,0.039252188,0.0006540044],"about_ca_topic_score_codex":0.00012147439,"about_ca_topic_score_gemma":0.000024730492,"teacher_disagreement_score":0.037425186,"about_ca_system_score_codex":0.00006130612,"about_ca_system_score_gemma":0.00011145322,"threshold_uncertainty_score":0.9985763},"labels":[],"label_agreement":null},{"id":"W4386376955","doi":"10.1016/j.jtos.2023.08.009","title":"TFOS Lifestyle Report Executive Summary: A Lifestyle Epidemic - Ocular Surface Disease","year":2023,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Allergan; Seqirus; Santen; CooperVision","keywords":"Medicine; Narrative review; Disease; Pathology; Intensive care medicine","score_opus":0.04874540138853838,"score_gpt":0.3410982277879644,"score_spread":0.292352826399426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386376955","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029552483,0.9856778,0.00013101741,0.0015593605,0.0011005863,0.005407974,0.00033982747,0.0009663138,0.0018618756],"genre_scores_gemma":[0.00012530628,0.9316263,0.000365053,0.0006012095,0.00060748233,0.00014845497,0.0014182121,0.0007277078,0.064380236],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.989774,0.0018193785,0.0024122733,0.002238908,0.0019121736,0.0018432555],"domain_scores_gemma":[0.9899737,0.0013324752,0.0014722667,0.0054441863,0.00041873995,0.0013585956],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0040166043,0.0019789862,0.0053963205,0.00022521151,0.0005893765,0.00018513428,0.0013813468,0.0010374502,0.00015722623],"category_scores_gemma":[0.0020084241,0.0013967326,0.0035526603,0.0019417478,0.00043069973,0.00026537897,0.00089776784,0.0025869478,0.0044288584],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019315848,0.004463975,0.032657146,0.21737562,0.05207017,0.29867217,0.0025457079,0.003087071,0.00028589115,0.0038025647,0.2399382,0.1431699],"study_design_scores_gemma":[0.00073291257,0.00012826033,0.00013734432,0.021103432,0.009902752,0.0005353083,0.00013927855,0.00018945958,0.000015642063,0.00011510023,0.96557915,0.0014213313],"about_ca_topic_score_codex":0.00053852116,"about_ca_topic_score_gemma":0.00003734466,"teacher_disagreement_score":0.72564095,"about_ca_system_score_codex":0.000606992,"about_ca_system_score_gemma":0.002847011,"threshold_uncertainty_score":0.99971414},"labels":[],"label_agreement":null},{"id":"W4400874191","doi":"10.1016/j.jtos.2024.07.003","title":"The roles of neural adaptation and sensitization in contact lens discomfort","year":2024,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"CooperVision","keywords":"Sensitization; Asymptomatic; Stimulus (psychology); Medicine; Sensation; Irritation; Audiology; Sensory threshold; Stimulation; Sensory Adaptation; Contact lens; Cornea; Psychology; Ophthalmology; Internal medicine; Sensory system; Neuroscience; Immunology","score_opus":0.015502185183192437,"score_gpt":0.2505308981351565,"score_spread":0.23502871295196406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400874191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98476917,0.008996529,0.0003039218,0.005152184,0.00009491174,0.00027701005,0.00000350914,0.000023871351,0.0003789248],"genre_scores_gemma":[0.99865204,0.0007791997,0.00004618912,0.000102211394,0.00002329054,0.0000019441513,0.0000095088535,0.00001549323,0.00037013175],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930245,0.00008663452,0.0001745853,0.00012937495,0.00017163239,0.00013529733],"domain_scores_gemma":[0.99953336,0.00017327089,0.00003224,0.00021465724,0.000023390041,0.000023061091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034692703,0.00009199496,0.00014515726,0.00002382416,0.000070861475,0.000038963943,0.000046510726,0.000039816776,0.00000522902],"category_scores_gemma":[0.000029878056,0.000050160263,0.000057639085,0.00015729808,0.000056307505,0.000102148355,0.000026074356,0.00014434165,0.0000049989408],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013428553,0.00025199208,0.36759084,0.0010557818,0.0010913581,0.0005753994,0.029807968,0.02796926,0.39319047,0.0920365,0.000324881,0.084762685],"study_design_scores_gemma":[0.0020578273,0.0005222972,0.2170711,0.001032175,0.0005606325,0.000103260914,0.009060627,0.7267393,0.02699652,0.0014795478,0.013941042,0.00043566772],"about_ca_topic_score_codex":0.00013436569,"about_ca_topic_score_gemma":0.00061466097,"teacher_disagreement_score":0.69877005,"about_ca_system_score_codex":0.0000210464,"about_ca_system_score_gemma":0.000041702693,"threshold_uncertainty_score":0.20454761},"labels":[],"label_agreement":null},{"id":"W4404836171","doi":"10.1016/j.jtos.2024.11.008","title":"Efficacy and safety of AZR-MD-001 selenium sulfide ophthalmic ointment in adults with meibomian gland dysfunction over six months of treatment: A Phase 2, vehicle-controlled, randomized extension trial","year":2024,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Meibomian gland; Randomized controlled trial; Medicine; Selenium; Dermatology; Surgery; Chemistry; Eyelid","score_opus":0.00835289372120396,"score_gpt":0.25824471903290636,"score_spread":0.2498918253117024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404836171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830254,0.010859336,0.000074410964,0.0003603233,0.00016731735,0.005208018,0.000028158523,0.000041567524,0.00023551361],"genre_scores_gemma":[0.9973568,0.0019290487,0.00011783979,0.000024507892,0.00005584265,0.00005792922,0.000049289134,0.000044502733,0.00036425338],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99766564,0.0004882947,0.00073042884,0.00044005507,0.0003874318,0.00028816264],"domain_scores_gemma":[0.99837106,0.0006902305,0.00020790615,0.0005246127,0.00009880507,0.0001073642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011061121,0.00034633165,0.0015082848,0.00012212424,0.00005793172,0.000025692107,0.00007424272,0.00013402467,0.000071875285],"category_scores_gemma":[0.0001221744,0.00018758957,0.00031956943,0.00029296282,0.00015355616,0.00010999845,0.00003248783,0.00020437058,0.0000085008505],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9606213,0.0011069807,0.00044315215,0.00020410224,0.0012823091,0.00015262717,0.0010406509,0.0005794937,0.03165189,0.00009029184,0.000011850068,0.0028153716],"study_design_scores_gemma":[0.9670188,0.0056212707,0.00054603297,0.0011414555,0.0018984604,0.000033354805,0.0002337623,0.013391446,0.009524964,0.000023460221,0.0003697848,0.00019720086],"about_ca_topic_score_codex":0.0012837843,"about_ca_topic_score_gemma":0.00012345483,"teacher_disagreement_score":0.022126926,"about_ca_system_score_codex":0.00015014916,"about_ca_system_score_gemma":0.00017187667,"threshold_uncertainty_score":0.7649681},"labels":[],"label_agreement":null},{"id":"W4405861547","doi":"10.1016/j.jtos.2024.12.009","title":"AZR-MD-001 0.5% selenium sulfide ophthalmic ointment for the treatment of contact lens discomfort: A vehicle-controlled, randomized, clinical trial","year":2024,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Randomized controlled trial; Medicine; Ophthalmology; Surgery","score_opus":0.0429327746458042,"score_gpt":0.34471478399820277,"score_spread":0.3017820093523986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405861547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93940765,0.040701125,0.0010625952,0.004742554,0.0017502249,0.0115882745,0.00007611503,0.00011174879,0.00055974314],"genre_scores_gemma":[0.98448414,0.009823738,0.00023002546,0.00024883647,0.0006183991,0.00054464064,0.00005353269,0.00008938188,0.003907331],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99606675,0.0008644547,0.0013685961,0.0005709178,0.00056340115,0.0005658596],"domain_scores_gemma":[0.99224997,0.0060393084,0.00027904924,0.0011799403,0.0001070209,0.00014474445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039197477,0.00048791623,0.002174715,0.00005652709,0.00021958005,0.000096260315,0.00030734646,0.00020384407,0.00015461718],"category_scores_gemma":[0.00029341693,0.00021979846,0.0027621987,0.00020886603,0.00027930047,0.000108903805,0.000051093288,0.00032670514,0.00008626932],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96479255,0.0023923675,0.00059274444,0.00019231606,0.011427986,0.00014748255,0.0009754365,0.00031435478,0.004702353,0.004041656,0.0008715881,0.0095491875],"study_design_scores_gemma":[0.8938522,0.0067555336,0.0001032158,0.00023060922,0.0086685065,0.00003788531,0.00043062557,0.015513814,0.0040155603,0.00026311647,0.06978921,0.00033977325],"about_ca_topic_score_codex":0.00032595708,"about_ca_topic_score_gemma":0.00004455128,"teacher_disagreement_score":0.070940375,"about_ca_system_score_codex":0.00016627173,"about_ca_system_score_gemma":0.00035208475,"threshold_uncertainty_score":0.89631206},"labels":[],"label_agreement":null},{"id":"W4405887838","doi":"10.1016/j.jtos.2024.12.008","title":"Clinical practice patterns in the management of dry eye disease: A TFOS international survey 2023-24","year":2024,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Tear Film and Ocular Surface Society","keywords":"Clinical Practice; Disease; Medicine; Ophthalmology; Internal medicine; Family medicine","score_opus":0.03431557519531232,"score_gpt":0.36943572262746444,"score_spread":0.3351201474321521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405887838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97624534,0.0055989865,0.00080976123,0.012268179,0.0008993697,0.0006319994,0.000067464454,0.00003567518,0.0034432274],"genre_scores_gemma":[0.9928292,0.002180102,0.00043521967,0.0010979729,0.00009674329,0.000012776065,0.00007046845,0.000025107558,0.0032524352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977315,0.00063118234,0.00043463035,0.0003052533,0.0006892365,0.00020820084],"domain_scores_gemma":[0.99846077,0.00058306364,0.00007900319,0.0007134741,0.00009461672,0.00006906743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035593754,0.0001514504,0.00022808394,0.000038627903,0.00003798764,0.000060463557,0.0004078223,0.00005855336,0.00015669146],"category_scores_gemma":[0.00017292939,0.00008821703,0.00020988907,0.00030672026,0.00006588987,0.00012535446,0.00014425206,0.00043561446,0.0002003453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045196334,0.00048682126,0.98763865,0.00030853637,0.0011405005,0.0015069804,0.00047976623,0.00015688674,0.000051928393,0.0015678315,0.00051411585,0.0056960466],"study_design_scores_gemma":[0.000592081,0.00006509492,0.9046918,0.00049945933,0.00041112973,0.0000015939568,0.0010522165,0.0018133066,0.000027296259,0.00007108657,0.0906604,0.00011449839],"about_ca_topic_score_codex":0.00033131422,"about_ca_topic_score_gemma":0.00007931415,"teacher_disagreement_score":0.09014628,"about_ca_system_score_codex":0.000041582258,"about_ca_system_score_gemma":0.00008009193,"threshold_uncertainty_score":0.35973862},"labels":[],"label_agreement":null},{"id":"W4406642427","doi":"10.1016/j.jtos.2025.01.010","title":"Relative importance of tear homeostatic signs for the diagnosis of dry eye disease","year":2025,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Disease; Medicine; Ophthalmology; Pathology","score_opus":0.015045322103263894,"score_gpt":0.289525931484322,"score_spread":0.2744806093810581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406642427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9728232,0.014500275,0.0039463015,0.0068266704,0.00009995799,0.0012957811,0.00006710745,0.000020910382,0.00041981024],"genre_scores_gemma":[0.99588627,0.0006375274,0.0005869766,0.00048334218,0.000014287013,0.000054908665,0.000010193724,0.000020489044,0.0023059833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989304,0.0000950348,0.00032608016,0.00019055586,0.00025582392,0.00020211788],"domain_scores_gemma":[0.99792063,0.000900205,0.00017212411,0.00077120005,0.0001764343,0.00005939876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049492257,0.0001482583,0.00035421626,0.000030405432,0.00010921637,0.0000068749328,0.00022199043,0.00005073262,0.00004800162],"category_scores_gemma":[0.00047414808,0.00008403406,0.0002887536,0.00031259021,0.00019269156,0.000058557653,0.00006101807,0.0001529384,0.0000072067164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003991019,0.00017290091,0.9877059,0.000364519,0.0006712428,0.00000876994,0.00068878336,0.00059089065,0.003207145,0.0053294166,0.00020323195,0.0006581197],"study_design_scores_gemma":[0.0041239723,0.000665406,0.891826,0.0013390832,0.004429631,1.6932047e-7,0.0035867891,0.0047225803,0.059012678,0.007724708,0.022139942,0.0004290558],"about_ca_topic_score_codex":0.00006923995,"about_ca_topic_score_gemma":0.000019556255,"teacher_disagreement_score":0.09587989,"about_ca_system_score_codex":0.00003146663,"about_ca_system_score_gemma":0.00018336652,"threshold_uncertainty_score":0.34268093},"labels":[],"label_agreement":null},{"id":"W4407157994","doi":"10.1016/j.jtos.2025.02.003","title":"Effects of blinking exercises on palpebral fissure height and tear film parameters","year":2025,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cargill (Canada)","funders":"","keywords":"Palpebral fissure; Ophthalmology; Orthodontics; Materials science; Medicine","score_opus":0.005555057097431969,"score_gpt":0.23507321991995742,"score_spread":0.22951816282252543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407157994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99023366,0.0057501188,0.00016623491,0.001833598,0.00014376095,0.00056030106,0.000003017715,0.000046317688,0.0012630112],"genre_scores_gemma":[0.99617296,0.00041649843,0.00056874333,0.00091787556,0.000014668382,0.000005761918,0.0000042510073,0.000019227293,0.0018800013],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99899733,0.00011851195,0.00018689224,0.0002444404,0.00021809083,0.00023472699],"domain_scores_gemma":[0.9990238,0.0003469925,0.00006300245,0.0004546811,0.000049493086,0.000062039704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026333754,0.00018472268,0.00038845843,0.000055211272,0.00010336112,0.000022009814,0.00012820821,0.00010714405,0.000017375702],"category_scores_gemma":[0.0001231917,0.00012171331,0.00013730377,0.00023208107,0.00010310021,0.0000425616,0.000068076675,0.00024966238,0.000019841016],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004573351,0.0019009982,0.47986215,0.008524915,0.004614192,0.0010170522,0.007876963,0.0050852234,0.41978136,0.018585777,0.005623646,0.042554382],"study_design_scores_gemma":[0.0048848223,0.0008835201,0.16065714,0.0025714543,0.0018379162,0.000010455716,0.0007007798,0.0022364054,0.8092153,0.0013692366,0.015139794,0.0004931879],"about_ca_topic_score_codex":0.000071920076,"about_ca_topic_score_gemma":0.000006547405,"teacher_disagreement_score":0.38943395,"about_ca_system_score_codex":0.00001931909,"about_ca_system_score_gemma":0.00004685318,"threshold_uncertainty_score":0.49633247},"labels":[],"label_agreement":null},{"id":"W4412736274","doi":"10.1016/j.jtos.2025.07.010","title":"Topical pharmacologic treatments for dry eye disease: A systematic review","year":2025,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Allergan","keywords":"Disease; Medicine; Dermatology; Pathology","score_opus":0.036763505698469714,"score_gpt":0.38389826095655927,"score_spread":0.34713475525808957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412736274","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010086509,0.98209226,0.00014944203,0.0010073669,0.00029678407,0.015911238,0.00013300529,0.00010611667,0.00029372604],"genre_scores_gemma":[0.0000021488065,0.96248937,0.0002208888,0.0014821303,0.0000827424,0.001328946,0.00025332626,0.000060408063,0.03408004],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99701583,0.0006840538,0.0008878751,0.0005626665,0.00039833048,0.00045123452],"domain_scores_gemma":[0.9973774,0.00052642,0.00036889172,0.0013897648,0.00011630224,0.0002212167],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006574274,0.0006526757,0.004058416,0.000050875326,0.00016207238,0.000034726665,0.00048385077,0.00022208212,0.00012692744],"category_scores_gemma":[0.00042159666,0.00034266803,0.0021903429,0.00035940864,0.000052330266,0.000047560086,0.00012784638,0.0003759049,0.00025842508],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020441748,0.00014059266,0.00002860101,0.98588806,0.0024013221,0.00010195271,0.000006531461,4.1237018e-7,4.5148033e-7,0.00014466328,0.00028991795,0.010977035],"study_design_scores_gemma":[0.00037143048,0.000062347746,0.0000030620506,0.50115556,0.0543647,0.0000013824281,0.0000041738003,0.000009420518,8.554591e-7,0.000019167894,0.4437937,0.00021416749],"about_ca_topic_score_codex":0.00000373722,"about_ca_topic_score_gemma":7.391666e-7,"teacher_disagreement_score":0.4847325,"about_ca_system_score_codex":0.0002442769,"about_ca_system_score_gemma":0.00079360954,"threshold_uncertainty_score":0.99990255},"labels":[],"label_agreement":null},{"id":"W4412753397","doi":"10.1016/j.jtos.2025.07.011","title":"Antibiotic resistance of Pseudomonas aeruginosa from ocular samples in Canada: a 25-year analysis","year":2025,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pseudomonas aeruginosa; Antibiotics; Antibiotic resistance; Microbiology; Resistance (ecology); Medicine; Biology; Bacteria; Genetics; Ecology","score_opus":0.008898777454083137,"score_gpt":0.23836620083053278,"score_spread":0.22946742337644965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412753397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937153,0.00307511,0.00042582216,0.0007395982,0.00007391502,0.0002843405,0.000064868655,0.000015336936,0.0016057513],"genre_scores_gemma":[0.9977094,0.00012931404,0.0014037105,0.00013282687,0.000007999514,0.000002202701,0.000045702214,0.000010963797,0.0005578648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988091,0.00012562565,0.00030081722,0.00027477468,0.0002760356,0.0002136306],"domain_scores_gemma":[0.9989265,0.00012624954,0.000087016924,0.00073821266,0.000078592966,0.00004343075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019028723,0.00015614885,0.00049853727,0.00012872512,0.000072191586,0.000011126151,0.0001319957,0.00005423374,0.000057016536],"category_scores_gemma":[0.00006789009,0.000114518676,0.0001955003,0.0014080476,0.000065831846,0.000028861677,0.000048114605,0.00013742922,0.0000079010815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005781432,0.000134025,0.9899956,0.000045860317,0.002315259,0.0001036584,0.000068864334,0.0010987236,0.005241286,0.0005861854,0.00024014276,0.000112584596],"study_design_scores_gemma":[0.0015718169,0.000019062738,0.9445014,0.00021778849,0.0024624951,0.000001570324,0.00036934437,0.00051667984,0.04722422,0.00026004462,0.0027105964,0.00014499648],"about_ca_topic_score_codex":0.78743255,"about_ca_topic_score_gemma":0.8429795,"teacher_disagreement_score":0.05554689,"about_ca_system_score_codex":0.00033203242,"about_ca_system_score_gemma":0.0005512861,"threshold_uncertainty_score":0.4669936},"labels":[],"label_agreement":null},{"id":"W4416853956","doi":"10.1016/j.jtos.2025.11.010","title":"Delphi panel on neuromodulation as a treatment strategy for dry eye disease: Unlocking the potential of natural tear production","year":2025,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Ocular Therapeutix; National Eye Institute; Alcon; U.S. Department of Defense","keywords":"Neuromodulation; Delphi method; Natural (archaeology); Delphi; Production (economics)","score_opus":0.02384872119575484,"score_gpt":0.2959591360782936,"score_spread":0.2721104148825388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416853956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882463,0.0016132654,0.00052590325,0.0076198713,0.0003972842,0.0014077892,0.000009515822,0.0000438714,0.00013616635],"genre_scores_gemma":[0.9948622,0.00010785165,0.00006690754,0.00022240923,0.00009985522,0.000023185814,0.000034889385,0.000020375242,0.0045623095],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989063,0.00012447743,0.0002067076,0.0002753624,0.00026690046,0.00022023202],"domain_scores_gemma":[0.99908894,0.00006086726,0.00009280212,0.00058992684,0.0001260994,0.000041361334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002514454,0.00017341445,0.00021025528,0.000036781083,0.00023896116,0.0000251556,0.000113866656,0.000049093258,0.000009904913],"category_scores_gemma":[0.00009736253,0.00009599718,0.00021642336,0.00018990635,0.00006111722,0.00006791117,0.000027224178,0.00013888643,0.000010113894],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010323629,0.0019443198,0.056896865,0.00079864747,0.0025939306,0.0001181073,0.0018443881,0.30520597,0.54059815,0.012143886,0.00018730806,0.06734478],"study_design_scores_gemma":[0.006922329,0.002528507,0.6992721,0.0008374897,0.0038423045,0.000005531025,0.0029445011,0.09513315,0.16920155,0.0041605285,0.014468774,0.0006832699],"about_ca_topic_score_codex":0.00011998422,"about_ca_topic_score_gemma":0.000013023315,"teacher_disagreement_score":0.64237523,"about_ca_system_score_codex":0.00007757128,"about_ca_system_score_gemma":0.00014820395,"threshold_uncertainty_score":0.39146513},"labels":[],"label_agreement":null}]}