{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":23,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":23,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"82470ed54dbd","filters":{"venue":"Expert Review of Ophthalmology"}},"results":[{"id":"W1974225982","doi":"10.1586/17469899.2.6.931","title":"Matrix metalloproteinases as mediators of primary and secondary cataracts","year":2007,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Protease and Inhibitor Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"National Eye Institute","keywords":"Matrix metalloproteinase; Cataracts; Medicine; Trabecular meshwork; Cornea; Lens (geology); Extracellular matrix; Phenotype; Ophthalmology; Pathology; Cell biology; Glaucoma; Biology; Internal medicine; Genetics; Gene","authors":[{"name":"Judith A. West‐Mays","is_ca":true},{"name":"G Pino","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01044100448163456,"gpt":0.3102469270766701,"spread":0.2998059225950356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005559436,0.0001536104,0.0004420992,0.00004899069,0.00002304622,0.000001609013,0.0001589143,0.0001490212,0.0002265631],"category_scores_gemma":[0.0002179246,0.0001308682,0.0001195506,0.00007130204,0.0001347148,0.000006434512,0.0001445241,0.00007567089,0.000004996099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007345946,"about_ca_system_score_gemma":0.0001198472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000519977,"about_ca_topic_score_gemma":4.2059e-7,"domain_scores_codex":[0.9988952,0.00007630044,0.00044132,0.0002651306,0.000128356,0.0001936781],"domain_scores_gemma":[0.9992216,0.00002721389,0.0002387659,0.0003321123,0.00008977081,0.00009057201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007834072,0.00008140327,0.0000991898,0.001807176,0.00005832261,0.0001155913,0.0000208888,1.636496e-8,0.992756,0.0003466144,0.0009034753,0.003732994],"study_design_scores_gemma":[0.0002518583,0.00070455,0.0003407926,0.0004838339,0.00002106131,0.001983095,0.00002035767,8.649094e-8,0.9769199,0.0001428341,0.01899148,0.0001400934],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5712204,0.4221302,0.00005840711,0.00007656302,0.0001482719,0.0003374315,0.00001206334,0.00000348611,0.006013174],"genre_scores_gemma":[0.95473,0.04039546,0.003495304,0.0006962141,0.0002046571,0.00003426445,0.0001421077,0.00002335013,0.000278636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3835096,"threshold_uncertainty_score":0.5336649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2805804519","doi":"10.1080/17469899.2018.1478729","title":"Precision laser therapy for retinoblastoma","year":2018,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Retinoblastoma; Medicine; Laser; Laser therapy; Optical coherence tomography; Ophthalmology; Optics","authors":[{"name":"Sameh E. Soliman","is_ca":false},{"name":"Stephanie N. Kletke","is_ca":false},{"name":"Kelsey A. Roelofs","is_ca":true},{"name":"Cynthia VandenHoven","is_ca":false},{"name":"Leslie Mckeen","is_ca":false},{"name":"Brenda L. Gallie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03800065347787066,"gpt":0.4098506196767154,"spread":0.3718499661988448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002558324,0.0001218576,0.0005125963,0.00004106984,0.00004545067,9.155132e-7,0.00008385489,0.0001257395,0.001964401],"category_scores_gemma":[0.0002371166,0.00008201278,0.0001810213,0.00008905766,0.0001769373,0.00002504235,0.00002427052,0.00005247094,0.0001040303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002268722,"about_ca_system_score_gemma":0.00006056714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003748791,"about_ca_topic_score_gemma":7.839069e-8,"domain_scores_codex":[0.999132,0.00009083902,0.0002895831,0.000228699,0.00009088746,0.0001680068],"domain_scores_gemma":[0.9991379,0.000129232,0.0001178052,0.0003506963,0.0002064169,0.0000579393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01369469,0.008168999,0.1054324,0.009865729,0.002467507,0.003011917,0.001214631,8.082115e-8,0.0238198,0.0009642363,0.3292306,0.5021294],"study_design_scores_gemma":[0.01015409,0.0349554,0.04702965,0.009021857,0.0002253088,0.02010158,0.00003138515,0.00001487162,0.1088524,0.0008747222,0.7683417,0.0003969957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7573801,0.210141,0.0001214298,0.003788441,0.001205939,0.002506146,0.000009981078,0.00003328979,0.02481365],"genre_scores_gemma":[0.9365706,0.03661323,0.01781807,0.004065037,0.0006754604,0.0004072187,0.00006994599,0.00004170753,0.003738689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5017324,"threshold_uncertainty_score":0.9989479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2142817711","doi":"10.1586/eop.09.68","title":"Immune mechanisms of intraocular inflammation","year":2010,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Ocular Diseases and Behçet’s Syndrome","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Immune system; Inflammation; Medicine; Disease; Neuroscience; Immunology; Biology; Pathology","authors":[{"name":"Lauren P. Schewitz‐Bowers","is_ca":true},{"name":"Richard Lee","is_ca":false},{"name":"Andrew D. Dick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01283014672957523,"gpt":0.3239430709236377,"spread":0.3111129241940625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000312011,0.00012766,0.0006774521,0.00007125719,0.00001676709,0.000001449503,0.0001330253,0.0001178019,0.004616349],"category_scores_gemma":[0.000262072,0.00009924115,0.0002783846,0.0001443592,0.0001017405,0.00004615282,0.00005200005,0.0001449778,0.00002800727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009040282,"about_ca_system_score_gemma":0.00007240249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003628283,"about_ca_topic_score_gemma":1.183084e-7,"domain_scores_codex":[0.9988476,0.00005639968,0.0005707312,0.0001732688,0.0002038866,0.0001480895],"domain_scores_gemma":[0.9989345,0.00002792014,0.0002518042,0.0005246904,0.0001775352,0.00008355756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004131283,0.0002458264,0.0005890167,0.005767066,0.0001082869,0.0004550685,0.00004025522,1.026844e-7,0.9801999,0.005387868,0.0002054838,0.006959816],"study_design_scores_gemma":[0.002552433,0.002588893,0.02530182,0.01328621,0.0006002042,0.04553989,0.00007971689,0.00005475203,0.8803409,0.004831125,0.02423517,0.0005889173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8691728,0.1206465,0.0003981875,0.00191991,0.0007534457,0.0009891766,0.00000855381,0.00002481557,0.006086648],"genre_scores_gemma":[0.9865842,0.006105743,0.006794816,0.0001257194,0.0001030684,0.00003823451,0.00005506412,0.00001878453,0.000174363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1174114,"threshold_uncertainty_score":0.9962935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043428420","doi":"10.1586/eop.11.60","title":"Foveal hypoplasia: the case for arrested development","year":2011,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Foveal; Fovea centralis; Hypoplasia; Medicine; Retina; Foveal avascular zone; Retinal; Optometry; Anatomy; Neuroscience; Ophthalmology; Biology; Fluorescein angiography","authors":[{"name":"Cheryl Y. Gregory‐Evans","is_ca":true},{"name":"Kevin Gregory-Evans","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0534818291542743,"gpt":0.3427771091078326,"spread":0.2892952799535583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002729031,0.0001025797,0.0001722883,0.00001347024,0.00006251167,0.000001891295,0.0001511678,0.00007345302,0.0001666911],"category_scores_gemma":[0.0001034625,0.00006866142,0.00008051506,0.00003735218,0.00005904137,0.000001727804,0.00005006927,0.00003116758,0.000006047744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007063786,"about_ca_system_score_gemma":0.00005211235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001495269,"about_ca_topic_score_gemma":0.000001854182,"domain_scores_codex":[0.999257,0.00008751356,0.0002863863,0.0001839584,0.0000464255,0.0001387622],"domain_scores_gemma":[0.9994921,0.0000248696,0.000123091,0.0002543175,0.00007218512,0.00003343901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001902731,0.002435904,0.01116764,0.01492616,0.002100664,0.008895602,0.008825677,0.00000239923,0.4722999,0.008400707,0.2899175,0.1791251],"study_design_scores_gemma":[0.001632409,0.0016041,0.003270422,0.000892527,0.0000822123,0.09591624,0.0006255251,0.00001087662,0.6063083,0.0002791669,0.2887609,0.0006173778],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8573885,0.1295573,0.001455329,0.0002158978,0.0007231407,0.001127061,0.00001072099,0.000006610192,0.009515398],"genre_scores_gemma":[0.9789005,0.00526684,0.01408048,0.00064722,0.0001654486,0.0003867923,0.0001194443,0.00001880932,0.000414489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1785077,"threshold_uncertainty_score":0.2799931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044948424","doi":"10.1586/17469899.2015.1026806","title":"OMS302 (phenylephrine and ketorolac injection) 1%/0.3% to maintain intraoperative pupil size and to prevent postoperative ocular pain in cataract surgery with intraocular lens replacement","year":2015,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trillium Health Centre; University of Toronto","funders":"","keywords":"Medicine; Miosis; Ketorolac; Mydriasis; Cataract surgery; Anesthesia; Pupil; Intraocular lens; Surgery; Ophthalmology; Tropicamide; Analgesic","authors":[{"name":"Robert H. Osher","is_ca":false},{"name":"Iqbal Ike K. Ahmed","is_ca":true},{"name":"Gregory Demopulos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02386247227287992,"gpt":0.3143382743680453,"spread":0.2904758020951654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003030904,0.000367802,0.001307962,0.0002110436,0.00004557939,0.00001466242,0.00007138155,0.0001155488,0.0003542256],"category_scores_gemma":[0.002482782,0.0002774549,0.00008995973,0.0003856578,0.0001530306,0.0001589244,0.0001046953,0.0002490863,0.00001381674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001776746,"about_ca_system_score_gemma":0.0003002734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004654666,"about_ca_topic_score_gemma":0.00003200562,"domain_scores_codex":[0.9968352,0.001070488,0.0007416481,0.0006310406,0.0003058967,0.000415684],"domain_scores_gemma":[0.9982131,0.0004826226,0.000131809,0.0004411818,0.0003435003,0.0003877858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04471666,0.009611621,0.6233973,0.02223341,0.003814462,0.06694029,0.0527241,0.0002096224,0.02620881,0.003479871,0.03893255,0.1077313],"study_design_scores_gemma":[0.0104409,0.08201624,0.2700493,0.07598133,0.0009088798,0.1528815,0.0125038,0.0001505563,0.05994961,0.0003167203,0.3289414,0.005859742],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9463791,0.0429073,0.0001595947,0.008163069,0.0001412853,0.001859928,0.00000740997,0.00001617015,0.0003661806],"genre_scores_gemma":[0.9818205,0.005041656,0.004004347,0.008222917,0.0001073876,0.0005106188,0.00003264445,0.00004055342,0.0002194063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.353348,"threshold_uncertainty_score":0.9999678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388525000","doi":"10.1080/17469899.2023.2281446","title":"Current challenges facing the clinical treatment for HTLV-1 ocular manifestations","year":2023,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"T-cell and Retrovirus Studies","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministry of Health, British Columbia; Japan Agency for Medical Research and Development","keywords":"Medicine; Intensive care medicine; Current (fluid); Optometry","authors":[{"name":"Koju Kamoi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1710563832986436,"gpt":0.4449528509670821,"spread":0.2738964676684386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005510114,0.0001813157,0.0006102271,0.00004993831,0.0002302261,0.00000197617,0.0002151918,0.0001195177,0.0001964141],"category_scores_gemma":[0.0003169143,0.00009964597,0.000389849,0.00009936276,0.0003048551,0.00001982484,0.00009440935,0.0001230324,0.0003658729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002174758,"about_ca_system_score_gemma":0.0000481701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002064098,"about_ca_topic_score_gemma":0.000001661593,"domain_scores_codex":[0.9983956,0.000401387,0.0005609189,0.0003042078,0.0000291451,0.0003086902],"domain_scores_gemma":[0.998502,0.0008317716,0.0001897175,0.0003526202,0.0001075186,0.00001643612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002858075,0.002272292,0.00363917,0.008512872,0.003964878,0.0003576881,0.007120559,0.000006681443,0.01324989,0.01460358,0.1924816,0.753505],"study_design_scores_gemma":[0.0009338886,0.001103934,0.003749809,0.001017622,0.0001397528,0.001094235,0.0007757657,0.000002031278,0.001180948,0.0003274863,0.9894723,0.0002022261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01214949,0.9774419,0.00004238698,0.00556266,0.002168477,0.0009057041,0.00004705823,0.00004572336,0.001636606],"genre_scores_gemma":[0.1261378,0.8712763,0.0000789218,0.0001856598,0.0001518267,0.0006233185,0.0001287594,0.00001768075,0.001399755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7969907,"threshold_uncertainty_score":0.4702678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3166110357","doi":"10.1080/17469899.2021.1933441","title":"Diagnosis and management of limbal stem cell deficiency, challenges, and future prospects","year":2021,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Medicine; Stem cell; Keratoprosthesis; Limbal stem cell; Ophthalmology; Cornea; Corneal epithelium","authors":[{"name":"C. Maya Tong","is_ca":true},{"name":"Bonnie He","is_ca":true},{"name":"Alfonso Iovieno","is_ca":true},{"name":"Sonia N. Yeung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04159942695547668,"gpt":0.3208754443347799,"spread":0.2792760173793032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114288,0.0001230675,0.000551128,0.00002658815,0.00001929789,0.000001321104,0.00003393972,0.00005710296,0.0001702427],"category_scores_gemma":[0.000005758587,0.00009407519,0.00007256302,0.00009425641,0.00006161659,0.00002283547,0.00008981587,0.0000494134,0.000002154588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001317185,"about_ca_system_score_gemma":0.00002144561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003431342,"about_ca_topic_score_gemma":1.298771e-7,"domain_scores_codex":[0.9991528,0.00006532104,0.0002686366,0.0002674948,0.0001130591,0.0001327024],"domain_scores_gemma":[0.999469,0.00005501319,0.0001028886,0.0002427182,0.00005969101,0.00007070158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001325156,0.002992012,0.06383743,0.1031461,0.0003864482,0.01559792,0.0009788054,2.300347e-8,0.0003044615,0.004313885,0.0006885488,0.8076218],"study_design_scores_gemma":[0.003376658,0.002860268,0.8334748,0.02826395,0.0008740332,0.03202916,0.001755154,0.000001632412,0.0150489,0.0002308926,0.08154547,0.0005390866],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3183098,0.6718777,1.43575e-7,0.0009931031,0.00008990316,0.000277269,0.000002476092,0.000003603475,0.008445948],"genre_scores_gemma":[0.405261,0.5941365,0.0003128163,0.00005989317,0.00002616426,0.00005703184,0.000005202249,0.000005389316,0.00013595],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8070827,"threshold_uncertainty_score":0.3836275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2742601667","doi":"10.1080/17469899.2017.1362335","title":"Innovative alternatives in the surgical management of glaucoma with cataract surgery","year":2017,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Alcon Research Institute; Novartis","keywords":"Medicine; Glaucoma; Trabeculectomy; Cataracts; Intraocular pressure; Cataract surgery; Glaucoma surgery; Population; Ophthalmology; Blindness; Surgery; Optometry","authors":[{"name":"Tsontcho Ianchulev","is_ca":false},{"name":"Iqbal Ike K. Ahmed","is_ca":true},{"name":"Robert L. Stamper","is_ca":false},{"name":"David F. Chang","is_ca":false},{"name":"Thomas W. Samuelson","is_ca":false},{"name":"Richard L. Lindstrom","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03695913591847368,"gpt":0.3780683668895307,"spread":0.3411092309710571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005681166,0.0001289092,0.0006654446,0.00006934,0.0000421459,0.000003267051,0.0002895168,0.0000390758,0.0001472868],"category_scores_gemma":[0.00008843414,0.00006584845,0.0001036698,0.0001701407,0.0003954585,0.00004878276,0.00006523491,0.0001240922,0.000004053014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001062556,"about_ca_system_score_gemma":0.00004079699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001934598,"about_ca_topic_score_gemma":7.136804e-7,"domain_scores_codex":[0.9988716,0.0001552769,0.0004121615,0.0001776103,0.0002228287,0.0001605221],"domain_scores_gemma":[0.9987375,0.0001749648,0.0003762635,0.0005674229,0.0001192777,0.00002461631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004160462,0.0005957253,0.9722478,0.007368791,0.0002084612,0.01093002,0.0004299766,7.662027e-9,0.00005112643,0.002455293,0.0008991653,0.004397582],"study_design_scores_gemma":[0.0005654377,0.0003430169,0.978882,0.01016704,0.00002997456,0.006080679,0.0003622583,8.450382e-7,0.0002241318,0.00004362885,0.00321757,0.00008343794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9241746,0.04551937,0.000002345149,0.003480208,0.00007186869,0.0004680346,0.000001529714,0.000002337725,0.02627968],"genre_scores_gemma":[0.9762817,0.02302827,0.0002714965,0.0001758061,0.00002604534,0.00004990732,0.00001317275,0.000008202024,0.0001453948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05210708,"threshold_uncertainty_score":0.2685222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033302043","doi":"10.1586/17469899.2013.854704","title":"An approach to optic neuritis: the initial presentation","year":2013,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Optic neuritis; Presentation (obstetrics); Ophthalmology; Optometry; Audiology; Dermatology; Multiple sclerosis; Surgery; Psychiatry","authors":[{"name":"Fiona Costello","is_ca":true},{"name":"Jodie Burton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1109800850836202,"gpt":0.4494274031695988,"spread":0.3384473180859787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003387775,0.0001326595,0.0004707295,0.00006294408,0.00006761237,0.00001142059,0.0002636357,0.00004785996,0.000970698],"category_scores_gemma":[0.0008899696,0.00007966815,0.00009796334,0.0002190059,0.0001841368,0.0001077314,0.0001146756,0.0001481419,0.0001165793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002403322,"about_ca_system_score_gemma":0.00004340138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00027824,"about_ca_topic_score_gemma":1.16745e-7,"domain_scores_codex":[0.998403,0.0003523088,0.0003748538,0.0002727539,0.0003263047,0.0002707512],"domain_scores_gemma":[0.9987743,0.0001573999,0.00007357348,0.000557482,0.0002833324,0.0001539304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006713473,0.009342906,0.02853497,0.0455043,0.001435304,0.001002715,0.01506324,0.00004220549,0.171071,0.00268854,0.4255129,0.2991306],"study_design_scores_gemma":[0.003444965,0.006045137,0.9285762,0.009588988,0.0001875184,0.02052557,0.00319181,0.002022569,0.006929545,0.0001870295,0.01839997,0.0009006394],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7191686,0.1449654,0.000273109,0.02171278,0.0004872145,0.009874215,0.00001255897,0.00007226184,0.1034339],"genre_scores_gemma":[0.977887,0.01042439,0.007620423,0.00172113,0.000348211,0.001748454,0.00003527377,0.00002239788,0.000192741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9000413,"threshold_uncertainty_score":0.9999425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139414531","doi":"10.1586/eop.11.8","title":"Modern corneal and refractive procedures","year":2011,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Brandon Regional Health Authority; University of British Columbia","funders":"","keywords":"Medicine; Phototherapeutic keratectomy; Keratomileusis; Cornea; Ophthalmology; Stroma; Corneal Diseases; Photorefractive keratectomy; Refractive surgery; Corneal epithelium; Pathology","authors":[{"name":"Jean Y. Chuo","is_ca":true},{"name":"Sonia N. Yeung","is_ca":true},{"name":"Guillermo Rocha","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05343846055727406,"gpt":0.3488138316388151,"spread":0.295375371081541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001452221,0.0001158496,0.0004788536,0.00004127923,0.00002296889,8.98944e-7,0.00005066233,0.00006889232,0.001284801],"category_scores_gemma":[0.0003373649,0.00008785047,0.00008382627,0.00008654533,0.0001390578,0.00004874272,0.00003999629,0.00009049279,0.00001205638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009390287,"about_ca_system_score_gemma":0.00008103013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009479016,"about_ca_topic_score_gemma":4.856723e-7,"domain_scores_codex":[0.9992329,0.00005563449,0.0002630806,0.0002130698,0.00008475301,0.0001505455],"domain_scores_gemma":[0.9994533,0.00006294676,0.0001101061,0.0002020066,0.00008040089,0.00009121354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007635077,0.006417095,0.4566168,0.07940387,0.001266981,0.01152766,0.01569144,2.110751e-7,0.0187786,0.009365181,0.05941249,0.3338846],"study_design_scores_gemma":[0.004142789,0.006662356,0.7646918,0.02886219,0.0005517513,0.1415419,0.001101527,0.00008258323,0.01108289,0.01316722,0.02664994,0.001463014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4924596,0.3728667,0.00005860996,0.0006609921,0.0001614432,0.0006487748,0.000003351083,0.00002705967,0.1331135],"genre_scores_gemma":[0.969642,0.02814597,0.0007522776,0.001039836,0.00003501109,0.00004784936,0.000007166765,0.00001205388,0.0003178106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4771824,"threshold_uncertainty_score":0.9996282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385978012","doi":"10.1080/17469899.2023.2248393","title":"Can artificial intelligence be used to improve the quality of vision in patients with amblyopia? The first digital pill in medicine administered under AI","year":2023,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; McGill University","funders":"Institute of Neurosciences, Mental Health and Addiction; Canadian Institutes of Health Research; University of Waterloo; Government of Canada","keywords":"Medicine; Pill; Optometry; Artificial intelligence; Pharmacology","authors":[{"name":"Robert F. Hess","is_ca":true},{"name":"Benjamin James Thompson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1198977397801214,"gpt":0.4654617568678581,"spread":0.3455640170877367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001051823,0.0002199605,0.0009724092,0.0001483386,0.00006551359,0.000003649338,0.000264057,0.00009048582,0.0001270273],"category_scores_gemma":[0.000953878,0.0001061918,0.00008512435,0.0008391545,0.0006091446,0.00005657346,0.0001974254,0.0002323649,0.000009863852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005774207,"about_ca_system_score_gemma":0.00006993691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003178265,"about_ca_topic_score_gemma":0.0000519922,"domain_scores_codex":[0.9977227,0.0002379635,0.001025391,0.0003397116,0.0003603323,0.0003138799],"domain_scores_gemma":[0.9982911,0.0006801766,0.0002735698,0.0005294038,0.0001638135,0.00006192374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002664678,0.002349164,0.9764571,0.003548262,0.0001918628,0.0001747202,0.007976912,0.000008000599,0.0002119536,0.001484122,0.001489465,0.003443737],"study_design_scores_gemma":[0.000714527,0.008327179,0.9849948,0.003562705,0.00002703838,0.0000791688,0.001322278,0.000007552037,0.0001072542,0.0005064864,0.0002153941,0.0001356665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9302362,0.001835666,0.000004924491,0.06594209,0.0002077375,0.001458267,0.00001888302,0.000009291352,0.0002868951],"genre_scores_gemma":[0.9972253,0.0003668503,0.00001314451,0.002108166,0.00004513817,0.0001233555,0.00003234762,0.00001566816,0.00006996508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06698912,"threshold_uncertainty_score":0.4330377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2546584233","doi":"10.1080/17469899.2017.1256774","title":"Refractive surgery in patients with ectasia","year":2016,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Medicine; Photorefractive keratectomy; Keratoconus; Ectasia; Ophthalmology; Visual rehabilitation; Refractive surgery; Visual acuity; Keratomileusis; Corneal topography; Corneal transplantation; Optometry; Cornea; Surgery","authors":[{"name":"Davin Johnson","is_ca":true},{"name":"Mona Harissi‐Dagher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01851339296821208,"gpt":0.3116688418568699,"spread":0.2931554488886579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002272757,0.0001184619,0.000642553,0.0000958046,0.00001044653,6.172319e-7,0.00004582467,0.00005705336,0.001625711],"category_scores_gemma":[0.0005286126,0.00006327472,0.0001033585,0.0002083591,0.00008899878,0.00006740752,0.00002113716,0.00006076953,0.00003118193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004090935,"about_ca_system_score_gemma":0.00009272189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000458817,"about_ca_topic_score_gemma":4.758261e-7,"domain_scores_codex":[0.9989964,0.0001146674,0.0003449675,0.0002110607,0.0001415062,0.0001913846],"domain_scores_gemma":[0.9990343,0.000392284,0.0001416949,0.0002651315,0.0001012794,0.00006528757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006279368,0.0004274033,0.9638633,0.0007024632,0.00003046353,0.0002904804,0.00002852321,8.380665e-9,0.00006583068,0.00002109108,0.003077576,0.03086489],"study_design_scores_gemma":[0.0008668779,0.0004168127,0.9826109,0.00858796,0.00001490777,0.0004527156,0.00001062394,5.286486e-8,0.0001664955,0.0000297559,0.006720663,0.0001221731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630091,0.02706191,0.000005705172,0.00149168,0.0001246684,0.000388491,0.000003741694,0.000009139776,0.007905574],"genre_scores_gemma":[0.9924564,0.006672695,0.00008773444,0.0005451886,0.00002303462,0.00004377918,0.00001415964,0.00001281271,0.0001442026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03074272,"threshold_uncertainty_score":0.9992869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014817992","doi":"10.1586/17469899.2013.817720","title":"Nonarteritic anterior ischemic optic neuropathy: untreatable at present?","year":2013,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Anterior ischemic optic neuropathy; Optic neuropathy; Optic nerve; Ophthalmology; Clinical trial; Randomized controlled trial; Prospective cohort study; Surgery; Ischemic optic neuropathy; Internal medicine","authors":[{"name":"Devin D. Mackay","is_ca":false},{"name":"Edward J. Atkins","is_ca":true},{"name":"Nancy J. Newman","is_ca":true},{"name":"Valérie Biousse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01660830648654609,"gpt":0.3276280483213896,"spread":0.3110197418348435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001163403,0.0002144402,0.0007149646,0.00004846979,0.00005296528,0.000007295435,0.0001108039,0.00006841087,0.002682638],"category_scores_gemma":[0.0001724855,0.0001593618,0.0001499147,0.0001118148,0.0001502478,0.00007172569,0.00008074378,0.0001409646,0.0005218865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003326649,"about_ca_system_score_gemma":0.00003856984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000480664,"about_ca_topic_score_gemma":9.204523e-9,"domain_scores_codex":[0.9986033,0.0001799611,0.0004013548,0.0003283023,0.0001701014,0.0003169283],"domain_scores_gemma":[0.9990246,0.0001114436,0.0001013131,0.0004665555,0.0001622455,0.0001338589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.00008636949,0.0005960303,0.005023693,0.01172163,0.00007895565,0.01015023,0.0002153591,4.222639e-7,0.9404399,0.00003114182,0.02812012,0.003536188],"study_design_scores_gemma":[0.002984165,0.006968025,0.02577349,0.04067775,0.0002647555,0.5168238,0.00006127186,0.000279333,0.3317026,0.00001745247,0.0735152,0.000932093],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9002926,0.08454572,0.000001813605,0.001740611,0.0003513116,0.0007819487,0.000001840986,0.00002702001,0.01225714],"genre_scores_gemma":[0.9812232,0.01104719,0.0007441484,0.0008351362,0.0003442509,0.000258475,0.00001792266,0.00004272359,0.005486916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6087372,"threshold_uncertainty_score":0.998229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386959783","doi":"10.1080/17469899.2023.2262766","title":"Antibiotic releasing contact lenses: the future of treatment for corneal infection and injury?","year":2023,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Antibiotics; Ophthalmology; Contact lens; Optometry; Microbiology","authors":[{"name":"Alex Hui","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03348535769746538,"gpt":0.3656384266670765,"spread":0.3321530689696112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001582717,0.0001161969,0.000535783,0.00004760719,0.00004311941,0.000002095706,0.00003570862,0.00007487254,0.00003877963],"category_scores_gemma":[0.00008330071,0.0000684421,0.0001668092,0.0001559223,0.00005392966,0.00002748086,0.00001870591,0.00005332793,0.000005043747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000347768,"about_ca_system_score_gemma":0.00006941274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001212406,"about_ca_topic_score_gemma":0.000001221007,"domain_scores_codex":[0.9992713,0.00008627917,0.0002805442,0.0001566056,0.00006662084,0.0001386077],"domain_scores_gemma":[0.9993549,0.000129269,0.0001432036,0.0002524248,0.00008643144,0.00003374565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001896948,0.0009231344,0.3512835,0.03253984,0.001654754,0.0008295836,0.002608691,0.000001156151,0.1173496,0.003473478,0.004840017,0.4825993],"study_design_scores_gemma":[0.007387368,0.04450453,0.5676404,0.02622888,0.001623273,0.01201151,0.001655399,0.0001821273,0.04788149,0.0002698137,0.289827,0.0007882537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8806404,0.1164121,0.000006602913,0.001495773,0.0002707454,0.0008236645,0.000008958415,0.00001409072,0.0003276133],"genre_scores_gemma":[0.8389248,0.1604036,0.0001245461,0.0002160195,0.0001332529,0.00002169816,0.00002414061,0.00001303912,0.000138951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4818111,"threshold_uncertainty_score":0.2790988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3083500088","doi":"10.1080/17469899.2020.1820323","title":"Ocular manifestations in SARS-CoV-2 positive patients: a systematic review","year":2020,"lang":"en","type":"review","venue":"Expert Review of Ophthalmology","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Pandemic; Intensive care medicine; Virology; Disease; Outbreak; Pathology; Infectious disease (medical specialty)","authors":[{"name":"Karan Vansjalia","is_ca":true},{"name":"Rahul Pawa","is_ca":true},{"name":"Saloni Pandya","is_ca":true},{"name":"Brian Yu","is_ca":true},{"name":"Monali S. Malvankar‐Mehta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04741319672759724,"gpt":0.4143188022240623,"spread":0.3669056054964651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004656894,0.0005920564,0.007994789,0.0002308046,0.00003536371,0.000005425034,0.0003547133,0.0002358314,0.000396111],"category_scores_gemma":[0.002306343,0.0004155645,0.001392825,0.0008398448,0.0001178818,0.00006011123,0.0001239141,0.0005111502,0.0003514207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002121687,"about_ca_system_score_gemma":0.0004156421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002598467,"about_ca_topic_score_gemma":2.57151e-7,"domain_scores_codex":[0.9949081,0.001025931,0.002777716,0.0005938526,0.0003797704,0.0003146159],"domain_scores_gemma":[0.9970782,0.0004224544,0.001254064,0.0007805685,0.0003514164,0.0001133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000002746342,0.0002421714,0.000002620621,0.9874251,0.000289796,0.003355953,0.00003450758,7.499333e-10,3.929797e-7,0.0001398905,0.002180852,0.006326],"study_design_scores_gemma":[0.0001757246,0.0003423842,0.000008467649,0.8444764,0.003871771,0.01750328,0.000006289947,2.874352e-7,6.84968e-7,0.00001131317,0.1333432,0.0002601515],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001742859,0.984829,0.000006642023,0.0008123071,0.0001474279,0.009155623,0.0001153879,0.00001799127,0.004913873],"genre_scores_gemma":[0.000002863959,0.9936453,0.0004877995,0.002402717,0.0000608129,0.002021761,0.001188952,0.00006148893,0.0001283243],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1429487,"threshold_uncertainty_score":0.9998296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408634823","doi":"10.1080/17469899.2025.2476580","title":"Costs of treating cataract surgery complications from a US provider perspective: a micro-costing approach for health economic analyses","year":2025,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"EVERSANA (Canada)","funders":"","keywords":"Medicine; Activity-based costing; Perspective (graphical); Cataract surgery; Health economics; Optometry; Medical costs; Intensive care medicine; Surgery; Health care; Nursing; Public health; Marketing; Economic growth","authors":[{"name":"David Lubeck","is_ca":false},{"name":"Lawrence Woodard","is_ca":false},{"name":"Carine Hsiao","is_ca":false},{"name":"Sun-Ming Pan","is_ca":false},{"name":"Daniel Son","is_ca":true},{"name":"Anna Zhou","is_ca":true},{"name":"Kevin M. Miller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4257563663367257,"gpt":0.5537254435043407,"spread":0.127969077167615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006865057,0.0002267353,0.002542828,0.0003864815,0.0001705619,0.00001557089,0.0003191015,0.000110581,0.000170544],"category_scores_gemma":[0.005129468,0.0002668202,0.0004211305,0.0002288736,0.000130292,0.0001749428,0.00006027556,0.0001098697,0.00003054698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116712,"about_ca_system_score_gemma":0.0006985693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01842355,"about_ca_topic_score_gemma":0.00002301487,"domain_scores_codex":[0.9934074,0.0005808269,0.004926121,0.0007023452,0.00004194558,0.0003413349],"domain_scores_gemma":[0.9907024,0.004067732,0.00427393,0.0006964109,0.0001679235,0.00009163273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002597329,0.002875246,0.4597563,0.07018588,0.003779825,0.00000654703,0.009050812,0.0006612126,0.0005136656,0.1842223,0.263829,0.004859522],"study_design_scores_gemma":[0.0124232,0.00213138,0.6175271,0.08999693,0.0007051849,0.001446456,0.03213011,0.06483949,0.001791855,0.05512851,0.1144204,0.007459381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1240707,0.7767951,0.0237529,0.05289115,0.0007288969,0.005146891,0.003086415,0.00005103916,0.01347693],"genre_scores_gemma":[0.8013813,0.02022871,0.1514395,0.02180416,0.0004952834,0.002558319,0.001695436,0.000100677,0.0002965637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7565663,"threshold_uncertainty_score":0.9999784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159885146","doi":"10.1586/17469899.3.5.519","title":"Vision 2008: the 9th International Conference on Low Vision","year":2008,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Low vision; Optometry; Braille; Rehabilitation; Variety (cybernetics); Vision rehabilitation; Library science; Medical education; Physical therapy; Artificial intelligence","authors":[{"name":"Ger HMB van Rens","is_ca":false},{"name":"Ruth M. A. van Nispen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07013352147583801,"gpt":0.4466401546080224,"spread":0.3765066331321844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034482,0.0002033707,0.0005927648,0.00007396512,0.0001633002,0.000002708534,0.0002536784,0.0001123268,0.003952662],"category_scores_gemma":[0.0002780029,0.0001176097,0.0001869524,0.0001397147,0.000511251,0.00006582385,0.0001346615,0.0002408695,0.0002234005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003591583,"about_ca_system_score_gemma":0.00007105563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001334255,"about_ca_topic_score_gemma":3.794212e-8,"domain_scores_codex":[0.998512,0.0001928403,0.0004553876,0.0003055534,0.0003101198,0.0002241056],"domain_scores_gemma":[0.9989393,0.000160064,0.0001944001,0.0004177062,0.0002194146,0.00006907548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003284318,0.0141126,0.08637456,0.007005851,0.001322316,0.01059347,0.003252516,0.000002882377,0.01092502,0.008772749,0.8412748,0.01307892],"study_design_scores_gemma":[0.006933535,0.04928393,0.4896113,0.04613442,0.0002780762,0.2640209,0.0007169856,0.0003951621,0.00432459,0.0008195442,0.1361866,0.001295004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6707926,0.1146996,0.00004190629,0.04856205,0.006125002,0.001826364,0.0000165399,0.00006804663,0.1578679],"genre_scores_gemma":[0.9306599,0.0615598,0.0003249346,0.002423384,0.0002095615,0.00005851054,0.00003299745,0.00001522552,0.004715648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7050882,"threshold_uncertainty_score":0.9969578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966021809","doi":"10.1586/eop.10.36","title":"Eye growth transformation: uveal melanoma","year":2010,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec","funders":"","keywords":"Medicine; Melanoma; Malignant transformation; Disease; Dermatology; Choroidal melanoma; Uvea; Pathology; Cancer research","authors":[{"name":"Dawn Russell-Hermanns","is_ca":true},{"name":"Bruno F. Fernandes","is_ca":true},{"name":"Srijana PV","is_ca":true},{"name":"Miguel N. Burnier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01845240081996785,"gpt":0.3619408167839707,"spread":0.3434884159640029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001944673,0.0001287324,0.0005271001,0.00005059504,0.00003764588,0.000001156786,0.00009363176,0.0001643719,0.003394659],"category_scores_gemma":[0.0001026208,0.00009407267,0.0001716246,0.0001053248,0.0001308081,0.00005873168,0.00001544746,0.0002025844,0.0001545348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001492904,"about_ca_system_score_gemma":0.00007718428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001629837,"about_ca_topic_score_gemma":3.481155e-7,"domain_scores_codex":[0.9991449,0.00006810122,0.0003474507,0.0001609467,0.00011406,0.0001645819],"domain_scores_gemma":[0.9993954,0.00004126932,0.00009511466,0.0002745922,0.0001060516,0.00008751244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001561298,0.009283182,0.6508026,0.04285242,0.003357307,0.02554768,0.004735657,9.995976e-8,0.060277,0.05879113,0.03045352,0.1123382],"study_design_scores_gemma":[0.01294415,0.01008298,0.3712426,0.00780375,0.001199816,0.1893658,0.0001709373,0.00001828504,0.05854491,0.002045109,0.3454762,0.001105469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7520989,0.06814317,0.00002635424,0.01020597,0.001044864,0.0009196077,0.00000752351,0.00003579125,0.1675179],"genre_scores_gemma":[0.9887611,0.006463132,0.002932639,0.00106928,0.000147265,0.00007410292,0.00006396273,0.00001307788,0.000475385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3150226,"threshold_uncertainty_score":0.9975164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415983653","doi":"10.1080/17469899.2025.2585598","title":"Cataract surgery challenges in patients with glaucoma – tips from a glaucoma specialist","year":2025,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Glaucoma; Cataract surgery; Glaucoma surgery; Cataract extraction; Intraocular pressure","authors":[{"name":"Cameron Oliver","is_ca":true},{"name":"Younes Agoumi","is_ca":true},{"name":"Mona Harissi‐Dagher","is_ca":true},{"name":"Georges M. Durr","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03125545683553107,"gpt":0.311787696935644,"spread":0.280532240100113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003692837,0.0002355838,0.001277321,0.0002040275,0.00003027481,0.000003980819,0.0001277392,0.0001376413,0.001015137],"category_scores_gemma":[0.0004362721,0.0001763119,0.0002050222,0.000288203,0.0001327529,0.00007463597,0.00004737145,0.0001991329,0.00002595651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006046514,"about_ca_system_score_gemma":0.0001858706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003165203,"about_ca_topic_score_gemma":0.000008243498,"domain_scores_codex":[0.9981639,0.0002928612,0.0006443295,0.0003935137,0.0002187756,0.0002866133],"domain_scores_gemma":[0.9984903,0.0005219712,0.0001883877,0.0005822819,0.0001495665,0.00006744649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007307043,0.0009231629,0.9680129,0.002926031,0.0001852439,0.001810483,0.0001923403,4.295758e-9,0.00002718583,0.0003561863,0.006052964,0.01878284],"study_design_scores_gemma":[0.0006392965,0.0001980407,0.9409291,0.01207352,0.00005503495,0.0003657331,0.00005469061,4.651692e-7,0.0003209207,0.00005504348,0.045136,0.0001721771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7585861,0.2301784,0.000001667759,0.002869451,0.000426128,0.0004022847,0.0000110781,0.00001287509,0.007511998],"genre_scores_gemma":[0.9520801,0.04550324,0.0002976272,0.001398941,0.0001794444,0.00006919231,0.0002503985,0.00002372602,0.0001973141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.193494,"threshold_uncertainty_score":0.9998981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412100500","doi":"10.1080/17469899.2025.2521540","title":"Intracameral antibiotics for endophthalmitis prophylaxis in cataract surgery: a meta-analysis","year":2025,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Kensington Health; University of Toronto","funders":"","keywords":"Medicine; Endophthalmitis; Cataract surgery; Antibiotic prophylaxis; Antibiotics; Meta-analysis; Surgery; Ophthalmology; Internal medicine","authors":[{"name":"Mariam Issa","is_ca":true},{"name":"Fahmeeda Murtaza","is_ca":true},{"name":"Marko M. Popovic","is_ca":true},{"name":"Angelica Hanna","is_ca":true},{"name":"Amandeep Rai","is_ca":true},{"name":"Matthew B. Schlenker","is_ca":true},{"name":"Sherif El-Defrawy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0726714640661318,"gpt":0.4205100562071052,"spread":0.3478385921409735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004498473,0.0002069096,0.002430087,0.0005467126,0.00003562857,0.000004782155,0.0000802704,0.0001170142,0.0008478113],"category_scores_gemma":[0.0004516418,0.0001498539,0.00204206,0.001248289,0.00008183676,0.00004473799,0.00003300158,0.0001151971,0.000007193144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006233355,"about_ca_system_score_gemma":0.000141948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004434632,"about_ca_topic_score_gemma":0.000002225702,"domain_scores_codex":[0.9983863,0.0001744633,0.0007166374,0.0003588153,0.0001202689,0.0002435129],"domain_scores_gemma":[0.9987019,0.0003767632,0.0001888607,0.000507622,0.000171168,0.00005369092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0003935713,0.007135206,0.5345395,0.0256578,0.397912,0.008283622,0.0001687788,0.00001036163,0.0009378047,0.002102741,0.004358728,0.01849994],"study_design_scores_gemma":[0.006203452,0.005445693,0.2369987,0.006666332,0.6275215,0.04127233,0.0001417605,0.0001973074,0.02740401,0.0008836993,0.04541248,0.001852808],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3271452,0.6534685,0.0003546472,0.004692358,0.0005210424,0.003624183,0.0001371223,0.00003421024,0.01002268],"genre_scores_gemma":[0.9866245,0.009380187,0.002681158,0.0003680925,0.00002515469,0.000108747,0.0001658781,0.00001302172,0.0006332152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6594794,"threshold_uncertainty_score":0.928294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134010875","doi":"10.1586/17469899.2.2.161","title":"A view of VEGF in ocular melanoma: prospective implications for patient care","year":2007,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Malignancy; Melanoma; Vascular endothelial growth factor; VEGF receptors; Angiogenesis; Vascular endothelial growth factor A; Ocular Melanoma; Ophthalmology; Pathology; Internal medicine; Cancer research","authors":[{"name":"Jonathan Cools‐Lartigue","is_ca":true},{"name":"Jean‐Claude Marshall","is_ca":true},{"name":"D. Faingold","is_ca":true},{"name":"Miguel N. Burnier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02326324946939782,"gpt":0.390981909674663,"spread":0.3677186602052652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000194164,0.0001129526,0.000680722,0.00007826833,0.00002002213,3.30204e-7,0.00006490233,0.0001041986,0.00007293151],"category_scores_gemma":[0.0001549374,0.00008836307,0.0001732537,0.0001798509,0.0000867665,0.00001879286,0.00002675717,0.00006472987,0.000003872535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001204309,"about_ca_system_score_gemma":0.00009839352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002634687,"about_ca_topic_score_gemma":0.000001890234,"domain_scores_codex":[0.9990221,0.00005379855,0.0004841476,0.0002077099,0.0000619545,0.0001703447],"domain_scores_gemma":[0.9991435,0.00009986281,0.0001791768,0.0002996831,0.0002311798,0.00004658417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005654566,0.003020183,0.8402779,0.01401732,0.0005648998,0.001156199,0.003150436,2.089209e-7,0.002924383,0.004214261,0.0002999346,0.1298088],"study_design_scores_gemma":[0.006085644,0.01205162,0.9024485,0.01054478,0.00044977,0.009818418,0.0007090044,8.944447e-7,0.02207265,0.001035934,0.03444303,0.000339774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4098876,0.5803301,0.00006550051,0.0005438913,0.0001035161,0.00262671,0.00001846349,0.00000632583,0.006417861],"genre_scores_gemma":[0.9885184,0.006288113,0.004520212,0.0001732994,0.00002194013,0.000393605,0.00005144539,0.00001182743,0.00002115793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5786308,"threshold_uncertainty_score":0.3603341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151160398","doi":"10.1586/17469899.2014.922874","title":"Does this optic neuritis patient have neuromyelitis optica? An approach to optic neuritis in the context of neuromyelitis optica","year":2014,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Optic neuritis; Medicine; Neuromyelitis optica; Multiple sclerosis; Context (archaeology); Demyelinating disease; Disease; Pathology; Immunology","authors":[{"name":"Jodie Burton","is_ca":true},{"name":"Fiona Costello","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04793631885655113,"gpt":0.3536109834008704,"spread":0.3056746645443193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00127479,0.0005974239,0.002325541,0.0003372313,0.0001262789,0.00003298115,0.0009793368,0.0001792639,0.0005068542],"category_scores_gemma":[0.005569937,0.0003486372,0.0004406207,0.0006016215,0.0007953978,0.0001800566,0.0004835844,0.0006517898,0.00002940425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007318547,"about_ca_system_score_gemma":0.0001066295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008336719,"about_ca_topic_score_gemma":0.000004927307,"domain_scores_codex":[0.9930677,0.002026083,0.001744041,0.001102053,0.001087073,0.0009730315],"domain_scores_gemma":[0.995354,0.001414662,0.0003684299,0.001858194,0.0005641963,0.0004404979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002761433,0.02307715,0.03486342,0.09383508,0.001650777,0.0197686,0.06527986,0.0001382866,0.05178125,0.0202484,0.02912775,0.657468],"study_design_scores_gemma":[0.01615821,0.06154043,0.6344467,0.05173471,0.0009462181,0.08736661,0.01514255,0.008798983,0.008492593,0.0004252346,0.1101026,0.004845109],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898184,0.03845214,0.00007012144,0.0180397,0.0008048206,0.007061159,0.0001472347,0.0000708329,0.03716999],"genre_scores_gemma":[0.9674678,0.0196409,0.008392787,0.002879844,0.0002694656,0.001088176,0.00006305359,0.00008379099,0.0001142021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6526229,"threshold_uncertainty_score":0.9998966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1985925131","doi":"10.1586/eop.10.66","title":"Eye Research 2010: a broad international perspective","year":2010,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Perspective (graphical); Medical education; Optometry; Ophthalmology; Library science; Visual arts","authors":[{"name":"Neil Lagali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2136576959972739,"gpt":0.6172067857163782,"spread":0.4035490897191043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002681277,0.0001703325,0.0006563415,0.0003652795,0.000124863,0.000005558205,0.000455113,0.0003119846,0.01636616],"category_scores_gemma":[0.003193399,0.0001359048,0.0001898613,0.0004707729,0.0008225063,0.00008008639,0.0002336095,0.001651349,0.0005120573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001095758,"about_ca_system_score_gemma":0.0005339477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007231433,"about_ca_topic_score_gemma":0.000001355178,"domain_scores_codex":[0.9972569,0.0004717107,0.0005345109,0.0004925075,0.0006687641,0.0005756506],"domain_scores_gemma":[0.9967682,0.0004334889,0.0001177845,0.0006706642,0.001730263,0.0002796355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.006301341,0.01320472,0.2707049,0.03390234,0.001582657,0.02806035,0.005241822,1.589563e-7,0.1639673,0.1173833,0.3119884,0.04766279],"study_design_scores_gemma":[0.005141091,0.01055657,0.5472085,0.01350737,0.00008907183,0.1560155,0.001936919,0.00009325447,0.0105517,0.005633119,0.2483258,0.000941127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5737771,0.1055051,0.000005148651,0.04374966,0.003355471,0.001732702,0.00001590604,0.0000371015,0.2718218],"genre_scores_gemma":[0.9603239,0.02168852,0.002740442,0.0009269252,0.001082188,0.0002601891,0.00004017768,0.0000401746,0.01289749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3865467,"threshold_uncertainty_score":0.984533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}