{"meta":{"query_hash":"8c95e5d81428","filters":{"venue":"BMJ Open Ophthalmology"},"cohort_total":43,"direct_labels_cover":0,"predictions_cover":43,"exported":43,"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/8c95e5d81428","api":"https://metacan.xera.ac/api/v1/cohort?venue=BMJ+Open+Ophthalmology"},"results":[{"id":"W2638109236","doi":"10.1136/bmjophth-2016-000056","title":"Therapeutic potential of omega-3 fatty acids supplementation in a mouse model of dry macular degeneration","year":2017,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Eicosapentaenoic acid; CCL2; Arachidonic acid; Western blot; Omega 3 fatty acid; Internal medicine; Macular degeneration; Fatty acid; Docosahexaenoic acid; Endocrinology; Outer nuclear layer; Interleukin 6; Medicine; Inflammation; Chemistry; Retinal; Biochemistry; Polyunsaturated fatty acid; Enzyme; Chemokine; Ophthalmology","score_opus":0.12385333532168619,"score_gpt":0.4431756046992923,"score_spread":0.3193222693776061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2638109236","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":[0.99357873,0.000034541423,0.0018531207,0.0014738258,0.00016972878,0.0017671777,0.0000793174,0.000004310655,0.0010392442],"genre_scores_gemma":[0.99092364,0.000012116483,0.008519655,0.000066178014,0.00003813266,0.00014462597,0.0000880712,0.000018873958,0.00018868194],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983367,0.00031169594,0.00049947546,0.00025897616,0.00025924336,0.00033392562],"domain_scores_gemma":[0.9988136,0.000032915705,0.0003652101,0.0005988504,0.00012347852,0.00006594413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009457514,0.00011655505,0.00035707589,0.00016006573,0.00019750756,0.00006041398,0.00069548044,0.00013590095,0.00017447269],"category_scores_gemma":[0.00009797939,0.00011387254,0.000059610134,0.000056695608,0.00017245775,0.0003701903,0.00025940756,0.00016152234,0.000008097873],"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":[0.0029762432,0.00037576494,0.14204945,0.00020636461,0.000035208348,0.000040149564,0.00055299007,0.0040822434,0.8459136,0.001114027,0.00006759478,0.0025863892],"study_design_scores_gemma":[0.004477058,0.0010245525,0.1232202,0.00005073569,0.000022023587,0.000057125657,0.00026745143,0.07514155,0.79128194,0.0042558173,0.0000063719917,0.00019518285],"about_ca_topic_score_codex":0.0024640914,"about_ca_topic_score_gemma":0.0002601024,"teacher_disagreement_score":0.07105931,"about_ca_system_score_codex":0.000073154,"about_ca_system_score_gemma":0.0001690248,"threshold_uncertainty_score":0.46435875},"labels":[],"label_agreement":null},{"id":"W2710209414","doi":"10.1136/bmjophth-2016-000049","title":"Pre-eclampsia and the risk of retinopathy of prematurity in preterm infants with birth weight &lt;1500 g and/or &lt;31 weeks’ gestation","year":2017,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto; University of Calgary","funders":"Alberta Children's Hospital Research Institute; Alberta Children's Hospital Foundation; Children’s Hospital of Wisconsin Research Institute","keywords":"Retinopathy of prematurity; Eclampsia; Medicine; Gestation; Obstetrics; Birth weight; Low birth weight; Gestational age; Pregnancy; Biology","score_opus":0.031002721811088152,"score_gpt":0.34687997786364805,"score_spread":0.3158772560525599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2710209414","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":[0.9829544,0.00068244804,0.0000032883067,0.0011842652,0.00009583913,0.0049637444,0.00004785069,0.000010006992,0.010058152],"genre_scores_gemma":[0.9957684,0.0004891699,0.002775787,0.000026886844,0.00004151843,0.00026682875,0.0000071420927,0.000025399755,0.00059882965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976444,0.00052690465,0.0006943638,0.00049786083,0.0003344806,0.0003019797],"domain_scores_gemma":[0.99667925,0.0006435905,0.0012458959,0.0011527415,0.0001930153,0.00008552022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023116274,0.00027503396,0.0012054502,0.000121971556,0.00023026559,0.000060784907,0.0005808103,0.0002136971,0.000033167744],"category_scores_gemma":[0.0023962962,0.00015834467,0.000056801713,0.00009304769,0.0016912882,0.00027815497,0.0008877316,0.00037033492,0.0000013567246],"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":[0.020266237,0.00018157077,0.96945584,0.0009829352,0.00022571023,0.00036540828,0.006793106,0.0000013225682,0.00036403016,0.0004890371,0.00009370924,0.00078107935],"study_design_scores_gemma":[0.008580743,0.0016485859,0.9818133,0.0009457124,0.00023534686,0.003472996,0.00034678166,0.0001615774,0.0010295311,0.0015474862,0.00003242016,0.00018551596],"about_ca_topic_score_codex":0.0007287202,"about_ca_topic_score_gemma":0.0002342434,"teacher_disagreement_score":0.012814032,"about_ca_system_score_codex":0.000021862405,"about_ca_system_score_gemma":0.00016505364,"threshold_uncertainty_score":0.6457108},"labels":[],"label_agreement":null},{"id":"W2734133637","doi":"10.1136/bmjophth-2016-000057","title":"Vitreoretinal interface abnormalities in middle-aged adults with visual impairment in the UK Biobank study: prevalence, impact on visual acuity and associations","year":2017,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Moorfields Eye Hospital NHS Foundation Trust; Queen's University; Queen's University Belfast; University of Bristol; University of East Anglia; Cardiff University; King's College London; University of Leeds; University of Southampton","keywords":"Biobank; Visual impairment; Visual acuity; Medicine; Optometry; Audiology; Ophthalmology; Gerontology; Psychiatry","score_opus":0.06209269169104598,"score_gpt":0.4345050186518264,"score_spread":0.3724123269607804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734133637","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":[0.9917869,0.000045838777,8.885945e-7,0.00068094075,0.000084818916,0.003861929,0.000026245449,0.000007882128,0.0035045708],"genre_scores_gemma":[0.998825,0.000011764666,0.000028624136,0.000102613834,0.000057797617,0.00042670278,0.000020362693,0.000015964939,0.0005111474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977097,0.0006749731,0.00042157708,0.00042906043,0.0003392397,0.00042543173],"domain_scores_gemma":[0.998706,0.00032753067,0.00032358678,0.00047973456,0.00006834672,0.000094829455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002510324,0.0002618618,0.0006048858,0.00015966293,0.00025063267,0.00017229178,0.00044595168,0.000110534624,0.00021240345],"category_scores_gemma":[0.00039292595,0.00015186485,0.000072062205,0.00012352307,0.00024649614,0.00018318894,0.0003777955,0.00041217761,0.000010871742],"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":[0.005735221,0.001714602,0.98601556,0.00008348235,0.00008970856,0.0026635923,0.003319171,0.0000039755646,0.00003105731,0.000024494644,0.00008841441,0.00023069777],"study_design_scores_gemma":[0.0037440225,0.008379214,0.9804384,0.0005203522,0.000058706795,0.0024321403,0.004060964,0.000056012836,0.00006837646,0.0000492936,0.000004102044,0.00018839935],"about_ca_topic_score_codex":0.0042976006,"about_ca_topic_score_gemma":0.0004177176,"teacher_disagreement_score":0.0070381365,"about_ca_system_score_codex":0.00013305138,"about_ca_system_score_gemma":0.00019147093,"threshold_uncertainty_score":0.64967155},"labels":[],"label_agreement":null},{"id":"W2900533351","doi":"10.1136/bmjophth-2018-000209","title":"Blindness and eye disease in a Tibetan region of China: findings from a Rapid Assessment of Avoidable Blindness survey","year":2018,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","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 British Columbia","funders":"Sun Yat-sen University; Seva Foundation","keywords":"Visual impairment; Blindness; Medicine; Population; China; Demography; Macular degeneration; Visual acuity; Optometry; Ophthalmology; Geography; Environmental health; Psychiatry","score_opus":0.11704544451535355,"score_gpt":0.4664426262185963,"score_spread":0.34939718170324274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900533351","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":[0.9944618,0.00018242648,0.000017618368,0.0006377117,0.00028585974,0.002241034,0.00007859779,0.000008916737,0.0020860787],"genre_scores_gemma":[0.99824184,0.00002887282,0.00041579755,0.00007220873,0.000066850334,0.00018002986,0.00010167652,0.000026297643,0.0008664312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974411,0.0006596717,0.00073899026,0.00056386116,0.00021687776,0.00037950947],"domain_scores_gemma":[0.998306,0.0003798674,0.0003594949,0.00054051966,0.00023422936,0.00017992716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016394434,0.0002642788,0.001176936,0.00027661124,0.00011277154,0.000014857022,0.00033414923,0.00022610744,0.0005115238],"category_scores_gemma":[0.0006180707,0.00022878197,0.000072878334,0.0004448078,0.0007996096,0.00021701599,0.00066764926,0.00024499116,0.0000070115475],"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":[0.0045906478,0.0023213862,0.99059594,0.00024984273,0.00019780679,0.0006719276,0.00056343636,0.0000012892826,0.00041839117,0.00013788589,0.00016406499,0.000087409666],"study_design_scores_gemma":[0.0044940333,0.005385997,0.9877278,0.0004272677,0.0001241095,0.00024939288,0.00023198,0.00021881507,0.0003361111,0.00057908194,0.000013374243,0.00021203261],"about_ca_topic_score_codex":0.0035960993,"about_ca_topic_score_gemma":0.000048540667,"teacher_disagreement_score":0.0037800788,"about_ca_system_score_codex":0.000052426847,"about_ca_system_score_gemma":0.0003664341,"threshold_uncertainty_score":0.9329458},"labels":[],"label_agreement":null},{"id":"W2954222978","doi":"10.1136/bmjophth-2019-000275","title":"Resolution patterns and duration of retinal haemorrhages measured by two-dimensional retinal area pixel counts from sequential retinal imaging in childhood encephalopathies: a morphometric study","year":2019,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Royal College of Surgeons of Edinburgh; Sick Kids Foundation","keywords":"Retinal; Ophthalmology; Resolution (logic); Medicine; Pixel; Optics; Physics; Artificial intelligence","score_opus":0.03097794896347278,"score_gpt":0.321614775972204,"score_spread":0.2906368270087312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954222978","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":[0.99467623,0.0004858338,0.000018868925,0.00030412676,0.00026905513,0.0019731477,0.00006133237,0.000014212539,0.002197179],"genre_scores_gemma":[0.9989539,0.000014643793,0.0003432275,0.000059842765,0.000083381,0.000042191197,0.0002496289,0.000022880477,0.00023032309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978661,0.00029631704,0.0006371274,0.00052397395,0.00041900526,0.0002574931],"domain_scores_gemma":[0.9990217,0.00013298601,0.00031010492,0.0003239571,0.0001309422,0.0000803029],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008927294,0.00020323804,0.0005157198,0.00029280104,0.00006617437,0.000030466352,0.00017860768,0.00013036096,0.0010768081],"category_scores_gemma":[0.00021163032,0.00018099672,0.000052858,0.0003248196,0.00009178199,0.00014089959,0.00017837547,0.00038942974,0.000041413856],"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":[0.0012954932,0.0007770004,0.9856173,0.000035939498,0.00007691047,0.0010213127,0.0008915412,0.000023179735,0.009388925,0.000009746724,0.0003181335,0.00054454105],"study_design_scores_gemma":[0.0060339263,0.00086872163,0.9843968,0.0005095481,0.00011926137,0.005628416,0.0007102466,0.00081301964,0.0005925702,0.00009453061,0.000015782562,0.00021713847],"about_ca_topic_score_codex":0.0014314272,"about_ca_topic_score_gemma":0.000016609061,"teacher_disagreement_score":0.008796354,"about_ca_system_score_codex":0.00007478204,"about_ca_system_score_gemma":0.00014302475,"threshold_uncertainty_score":0.9998363},"labels":[],"label_agreement":null},{"id":"W3022092490","doi":"10.1136/bmjophth-2020-000462","title":"Advanced late-onset retinitis pigmentosa with dominant-acting D477G RPE65 mutation is responsive to oral synthetic retinoid therapy","year":2020,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"Canadian Institutes of Health Research; Science Foundation Ireland; National Institutes of Health; Agence Nationale de la Recherche; Trinity College Dublin; Institute of Genetics; Medical Research Charities Group","keywords":"RPE65; Retinitis pigmentosa; Medicine; Visual acuity; Retinoid; Electroretinography; Enzyme replacement therapy; Visual phototransduction; Ophthalmology; Cis-trans-Isomerases; Internal medicine; Retinal; Disease; Enzyme; Biology; Biochemistry; Retinal pigment epithelium; Genetics; Retinoic acid; Cell culture","score_opus":0.047161333529064764,"score_gpt":0.35425741992069293,"score_spread":0.30709608639162816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022092490","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":[0.9811402,0.000107296895,0.00023252712,0.0074869143,0.00009119682,0.002012374,0.000023291528,0.0000137831275,0.008892412],"genre_scores_gemma":[0.9877661,0.000052294556,0.00610982,0.0037366473,0.00005195582,0.00038639084,0.00018295784,0.000051701718,0.0016621689],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979513,0.0003025678,0.00037205135,0.0007605913,0.0001866442,0.00042679434],"domain_scores_gemma":[0.9989931,0.000059326147,0.00022484131,0.0003705682,0.00015841414,0.00019372765],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003764699,0.00029328337,0.00036779608,0.00005564462,0.00016824281,0.0000824539,0.00050940266,0.00017207737,0.00041915863],"category_scores_gemma":[0.00042002983,0.00026067081,0.00006755397,0.00023971435,0.000103687904,0.000018408307,0.00032970743,0.00012892076,0.00010366237],"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":[0.09775205,0.0004240233,0.07376066,0.00017009693,0.00066094927,0.0040536127,0.008824798,0.00047560065,0.74670327,0.00008162291,0.021370962,0.04572233],"study_design_scores_gemma":[0.009846853,0.015129923,0.045085244,0.00025239328,0.00007143181,0.004187358,0.0053591607,0.00012964182,0.8296955,0.0003299898,0.08762342,0.0022890666],"about_ca_topic_score_codex":0.000054549433,"about_ca_topic_score_gemma":0.0000076002884,"teacher_disagreement_score":0.0879052,"about_ca_system_score_codex":0.000018017514,"about_ca_system_score_gemma":0.0002221322,"threshold_uncertainty_score":0.99998456},"labels":[],"label_agreement":null},{"id":"W3041978143","doi":"10.1136/bmjophth-2020-000525","title":"Differences in SARS-CoV-2 recommendations from major ophthalmology societies worldwide","year":2020,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Eye Institute","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Virology; Geography; Medicine; Outbreak; Pathology; Infectious disease (medical specialty)","score_opus":0.1729273738685726,"score_gpt":0.41710561188578427,"score_spread":0.24417823801721167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041978143","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":[0.8515618,0.00011041863,0.000024993382,0.0911066,0.00028097854,0.001438476,0.00009284435,0.00003084471,0.055353086],"genre_scores_gemma":[0.9872479,0.000014159682,0.0047188117,0.0036833584,0.0002287361,0.00052051246,0.00031071503,0.000027726333,0.0032480662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979385,0.00027720208,0.000622439,0.00059162005,0.00015979605,0.00041040152],"domain_scores_gemma":[0.99875426,0.00047143144,0.00018025727,0.0003687141,0.00008271133,0.00014265097],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024881162,0.00024914643,0.0008154512,0.00011182302,0.00013131608,0.00006310891,0.00055857206,0.00021051582,0.0068266746],"category_scores_gemma":[0.00043806815,0.00022287425,0.00013247255,0.00039309054,0.00024004832,0.00016121965,0.0005366593,0.00045125416,0.0005313754],"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":[0.0019816922,0.0010517796,0.87025577,0.00015350535,0.0004987856,0.012354002,0.0032507088,0.0000021069013,0.021923395,0.0033773722,0.08362577,0.0015251392],"study_design_scores_gemma":[0.0046835355,0.0017492657,0.95359904,0.0002756175,0.00019589381,0.010693196,0.002993529,0.0004238517,0.0036087614,0.016414603,0.0046632146,0.00069951784],"about_ca_topic_score_codex":0.0011064083,"about_ca_topic_score_gemma":0.0000314608,"teacher_disagreement_score":0.13568616,"about_ca_system_score_codex":0.000055771663,"about_ca_system_score_gemma":0.00023146124,"threshold_uncertainty_score":0.9940812},"labels":[],"label_agreement":null},{"id":"W3045955285","doi":"10.1136/bmjophth-2020-000467","title":"Retinal arterial occlusion with multiple retinal emboli and carotid artery occlusion disease. Haemodynamic changes and pathways of embolism","year":2020,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Stenosis; Ophthalmic artery; Hemodynamics; Occlusion; Embolism; Cardiology; Carotid artery disease; Retinal Artery Occlusion; Circle of Willis; Internal carotid artery; Internal medicine; Collateral circulation; Radiology; Retinal; Blood flow; Ophthalmology; Carotid endarterectomy","score_opus":0.0432544088192936,"score_gpt":0.31078227529054264,"score_spread":0.26752786647124904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045955285","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":[0.98805714,0.000098314886,0.000062331055,0.0076160682,0.00011087862,0.0020300772,0.00014546841,0.000024030722,0.0018556999],"genre_scores_gemma":[0.99756926,0.00003424335,0.0012913069,0.0004120902,0.00026057998,0.00008256499,0.00017020047,0.00002892742,0.00015082785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984281,0.00014076916,0.00034096238,0.0005478297,0.00024368428,0.0002986325],"domain_scores_gemma":[0.99882525,0.00011846169,0.00020570835,0.00029940848,0.00012323067,0.0004279518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022144316,0.00025064262,0.00066414836,0.00008552964,0.00018885745,0.000037588037,0.00017642017,0.000120018456,0.00029637886],"category_scores_gemma":[0.00019841437,0.00019665869,0.000047746962,0.00013862105,0.00037894273,0.000101159036,0.0006790093,0.00020534892,0.000007943856],"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":[0.02891295,0.0006542058,0.80095226,0.0016917802,0.0002261833,0.01683973,0.004953827,0.000012989417,0.14111273,0.0014967311,0.0009819698,0.0021646756],"study_design_scores_gemma":[0.0047063204,0.003596141,0.9643416,0.0005229817,0.00025185992,0.021199286,0.0007503618,0.0031164535,0.00055982027,0.0004898473,0.00012272173,0.00034260753],"about_ca_topic_score_codex":0.00013132385,"about_ca_topic_score_gemma":0.000021158774,"teacher_disagreement_score":0.16338937,"about_ca_system_score_codex":0.00001918705,"about_ca_system_score_gemma":0.00016368958,"threshold_uncertainty_score":0.8019508},"labels":[],"label_agreement":null},{"id":"W3120039644","doi":"10.1136/bmjophth-2020-000639","title":"Interests and needs of eye care providers in clinical decision support for glaucoma","year":2021,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","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":"Institute of Population and Public Health","funders":"National Center for Advancing Translational Sciences; National Eye Institute; National Institutes of Health; Research to Prevent Blindness","keywords":"Glaucoma; Medicine; Clinical Practice; Optometry; Family medicine; Eye care; Ophthalmology","score_opus":0.34148170272814465,"score_gpt":0.5764876867726378,"score_spread":0.2350059840444932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120039644","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":[0.98136073,0.0008809149,0.000050500446,0.003007691,0.001088789,0.0065648523,0.00006613063,0.000015310265,0.006965064],"genre_scores_gemma":[0.9839165,0.000044817083,0.012235848,0.000755358,0.00006090785,0.0019621449,0.00014894483,0.00003358154,0.0008418901],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99478245,0.0022630054,0.0019641651,0.00039080123,0.0001427783,0.00045680138],"domain_scores_gemma":[0.99302137,0.0042292494,0.00064150966,0.0011923773,0.00074736617,0.0001681087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012274378,0.00016448299,0.0007460519,0.00018553581,0.0002386119,0.000014214689,0.0007961875,0.00046831253,0.00037899974],"category_scores_gemma":[0.004414353,0.0001627592,0.00008672241,0.00030815374,0.00016616238,0.00020944008,0.0020473283,0.0006090893,0.00002874232],"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":[0.0008836266,0.00011919869,0.9777531,0.00075637485,0.000017831997,0.00005774154,0.009435267,6.0620056e-7,0.000016359323,0.0011147915,0.0014709317,0.008374163],"study_design_scores_gemma":[0.0049962327,0.00096809166,0.8966375,0.0009910536,0.000019462697,0.00014598004,0.0873177,0.000105501036,0.00004106168,0.0026110304,0.0059329905,0.00023340988],"about_ca_topic_score_codex":0.00079685694,"about_ca_topic_score_gemma":0.0007120321,"teacher_disagreement_score":0.08111562,"about_ca_system_score_codex":0.00013098773,"about_ca_system_score_gemma":0.00183835,"threshold_uncertainty_score":0.66371274},"labels":[],"label_agreement":null},{"id":"W3134051039","doi":"10.1136/bmjophth-2020-000647","title":"Survey of the use of laser protective eyewear among international retina specialists: a European vitreoretinal society study","year":2021,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Ocular and Laser Science Research","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 Ottawa","funders":"","keywords":"Laser; Optometry; Medicine; Eyewear; Laser safety; Ophthalmology; Eye protection; Laser therapy; Optics; Physics","score_opus":0.2066754250348413,"score_gpt":0.4362362616601668,"score_spread":0.22956083662532553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134051039","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":[0.98554754,0.0000068923605,0.000014578917,0.000566572,0.00016116403,0.0021392796,0.000042636795,0.000003445361,0.011517886],"genre_scores_gemma":[0.99633694,0.0000017468845,0.00038439606,0.000045716806,0.000059426107,0.000044244855,0.0000201081,0.000014213962,0.0030932068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99655694,0.0019607875,0.00037129116,0.00035317705,0.0005559186,0.00020190395],"domain_scores_gemma":[0.9980279,0.00021369693,0.00020909733,0.0006102016,0.0008677806,0.00007129995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003054013,0.000103078775,0.0003416387,0.00003775986,0.000075912205,0.000048200647,0.0006537942,0.00005047346,0.00090858224],"category_scores_gemma":[0.002586877,0.00007130833,0.00014117133,0.00051094237,0.0005057655,0.00013057984,0.0013299455,0.00027618933,0.000010089554],"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":[0.0004300209,0.0008740758,0.9947734,0.00002860461,0.00016534548,0.00081513275,0.0007773941,0.000011587597,0.001138895,0.000026181602,0.0006812956,0.00027806545],"study_design_scores_gemma":[0.0010933474,0.0004869885,0.9919622,0.000081457714,0.000023348039,0.0005219889,0.0008110336,0.00014262793,0.0046334937,0.000019700372,0.0001519978,0.00007184631],"about_ca_topic_score_codex":0.003337276,"about_ca_topic_score_gemma":0.00024697083,"teacher_disagreement_score":0.010789395,"about_ca_system_score_codex":0.00005271051,"about_ca_system_score_gemma":0.00045459793,"threshold_uncertainty_score":0.9948339},"labels":[],"label_agreement":null},{"id":"W3156191829","doi":"10.1136/bmjophth-2020-000657","title":"Efficacy of vision-based treatments for children and teens with amblyopia: a systematic review and meta-analysis of randomised controlled trials","year":2021,"lang":"en","type":"review","venue":"BMJ Open Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":33,"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":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canadian Optometric Education Trust Fund","keywords":"Meta-analysis; Medicine; Systematic review; Randomized controlled trial; MEDLINE; Pediatrics; Optometry; Internal medicine","score_opus":0.23473193257140915,"score_gpt":0.5317298117056761,"score_spread":0.296997879134267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156191829","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":[0.00064009125,0.91489685,0.000007825049,0.00017268432,0.000020410653,0.08363461,0.00053847954,0.000006077732,0.00008298259],"genre_scores_gemma":[0.0012764214,0.9755443,0.00072188023,0.00012570889,0.00001699249,0.020245688,0.00083023467,0.00006311978,0.0011756896],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9896079,0.0048141307,0.0041456157,0.0008518806,0.00027046533,0.00031001875],"domain_scores_gemma":[0.9765782,0.016952066,0.0049753,0.0009361007,0.00041655437,0.00014178913],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.007128871,0.0008290341,0.06808791,0.0005576744,0.00010041966,0.000022932667,0.00028494562,0.000406999,0.00043463134],"category_scores_gemma":[0.00927114,0.00039744904,0.0053793616,0.0006730336,0.0003527899,0.000046083638,0.00021479861,0.00017461137,0.0000010710232],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060947584,0.0009832468,0.00013097486,0.371617,0.6208739,0.00008862423,0.000016172504,3.4425298e-7,1.5371276e-7,0.000017380191,0.000060960567,0.00011644096],"study_design_scores_gemma":[0.058026038,0.0046704044,0.00055671873,0.059344452,0.8751867,0.0019128358,0.000011672991,0.0000029309792,5.3489373e-7,0.0000022562951,0.000014942988,0.00027053172],"about_ca_topic_score_codex":0.000046036144,"about_ca_topic_score_gemma":9.184602e-7,"teacher_disagreement_score":0.31227255,"about_ca_system_score_codex":0.000033270113,"about_ca_system_score_gemma":0.0004598049,"threshold_uncertainty_score":0.9998477},"labels":[],"label_agreement":null},{"id":"W3170052290","doi":"10.1136/bmjophth-2021-000765","title":"In vitro efficacy of topical ophthalmic antiseptics against SARS-CoV-2","year":2021,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Canadian Science Centre for Human and Animal Health; Public Health Agency of Canada; University Health Network; University of Toronto; Kensington Health; Public Health Ontario","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Antiseptic; Medicine; Chlorhexidine; Coronavirus disease 2019 (COVID-19); Chlorhexidine gluconate; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Artificial tears; Dermatology; Ophthalmology; Dentistry; Internal medicine; Pathology; Infectious disease (medical specialty)","score_opus":0.09286011463271956,"score_gpt":0.4303455557672748,"score_spread":0.33748544113455525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170052290","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":[0.89695203,0.00006097283,0.000010431916,0.0021632293,0.00022110896,0.0007885523,0.00001479561,0.0000067037404,0.09978218],"genre_scores_gemma":[0.99260116,0.000009244723,0.003564338,0.00051683135,0.00009420634,0.00005939844,0.00007986704,0.000017143808,0.0030578063],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99857837,0.0001346198,0.00051432353,0.00033692585,0.0001568739,0.00027888335],"domain_scores_gemma":[0.9990111,0.00019310339,0.00010899984,0.00049351336,0.00012617328,0.000067138135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020615537,0.00014184334,0.00061538373,0.00009650825,0.000035225752,0.000016917476,0.0002561477,0.00015713692,0.0005866847],"category_scores_gemma":[0.00047120845,0.00013331485,0.00012581615,0.00031687476,0.00015358583,0.000074211384,0.00035758456,0.00023737761,0.0000939441],"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":[0.0007958921,0.0011630803,0.022987299,0.00012402916,0.0000779591,0.03370413,0.00020318301,0.000004560281,0.9377597,0.0014310024,0.0007647122,0.000984437],"study_design_scores_gemma":[0.004662238,0.0005305077,0.48820972,0.00021319446,0.00007644222,0.03560071,0.00026667782,0.00014875988,0.46807024,0.000995966,0.0009588222,0.0002667168],"about_ca_topic_score_codex":0.00009900786,"about_ca_topic_score_gemma":0.0000040367586,"teacher_disagreement_score":0.46968946,"about_ca_system_score_codex":0.00004720808,"about_ca_system_score_gemma":0.00034660765,"threshold_uncertainty_score":0.64237857},"labels":[],"label_agreement":null},{"id":"W3200309023","doi":"10.1136/bmjophth-2021-000709","title":"Economic burden and loss of quality of life from dry eye disease in Canada","year":2021,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Novartis (Canada); University of Ottawa; University of Waterloo; University of Toronto","funders":"Takeda Canada; Novartis Pharmaceuticals Canada","keywords":"Medicine; Presenteeism; Indirect costs; Absenteeism; Quality of life (healthcare); Disease burden; Disease; Cross-sectional study; Cohort; Severity of illness; Cohort study; Burden of disease; Physical therapy; Demography; Internal medicine","score_opus":0.043552144191600035,"score_gpt":0.36173279996475977,"score_spread":0.31818065577315974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200309023","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":[0.994928,0.00072653015,6.9416706e-7,0.0020171213,0.00010440095,0.000404533,0.00014591796,0.000001113243,0.0016717018],"genre_scores_gemma":[0.99921155,0.000021451182,0.00012889077,0.00016178424,0.00004002045,0.000015926908,0.000051164694,0.000008520243,0.00036067018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989489,0.00018072667,0.00042726027,0.00022856725,0.00008220344,0.00013235302],"domain_scores_gemma":[0.9991152,0.00014602477,0.00014500404,0.00039909623,0.00004428153,0.0001503483],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020429461,0.00008389972,0.0005926555,0.000022675798,0.000009918188,0.0000043597647,0.00012662195,0.00005105258,0.000997282],"category_scores_gemma":[0.0002157486,0.000084699044,0.000038635146,0.000041181283,0.000048729624,0.000044095235,0.00022251466,0.00008053888,0.0000049502205],"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":[0.00056220585,0.000036519083,0.9968444,0.00010305795,0.00007795895,0.001419515,0.000077318284,0.000030642168,0.00055673614,0.0001514973,0.000009670682,0.00013043905],"study_design_scores_gemma":[0.0015075556,0.000043005504,0.99679935,0.00006857872,0.000030199217,0.000005485882,0.0005273405,0.000059011516,0.00050213403,0.0002667149,0.00010531019,0.000085323656],"about_ca_topic_score_codex":0.94711065,"about_ca_topic_score_gemma":0.5107348,"teacher_disagreement_score":0.43637586,"about_ca_system_score_codex":0.000092920716,"about_ca_system_score_gemma":0.0040636472,"threshold_uncertainty_score":0.99991596},"labels":[],"label_agreement":null},{"id":"W3200582723","doi":"10.1136/bmjophth-2021-000881","title":"Studies on the prevalence of blindness in Ethiopia: a protocol for the systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"BMJ Open Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"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":"Funnel plot; Publication bias; Meta-analysis; Protocol (science); Cochrane Library; Medicine; Blindness; Data extraction; Systematic review; MEDLINE; Study heterogeneity; Optometry; Quality (philosophy); Family medicine; Alternative medicine; Pathology; Political science; Law","score_opus":0.6161645034885526,"score_gpt":0.6230270401958349,"score_spread":0.0068625367072823185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200582723","genre_codex":"review","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000023492178,0.6218341,4.6370897e-7,0.001602707,0.0000298017,0.37635165,0.000045863017,0.0000029579253,0.0001301351],"genre_scores_gemma":[0.0000119061915,0.4695112,0.000028366327,0.0003435639,0.000012734605,0.526677,0.000005509778,0.000019053345,0.0033906281],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9929628,0.0034133156,0.0022549569,0.0007539934,0.00028451186,0.00033042004],"domain_scores_gemma":[0.9864788,0.009668483,0.0018955627,0.001506072,0.00040458253,0.000046476176],"candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.008226326,0.00062031,0.0149110295,0.00021867878,0.00020634019,0.000025072379,0.0009134742,0.00033629982,0.00048337862],"category_scores_gemma":[0.006350166,0.00023983668,0.0020166815,0.0010724769,0.0005169891,0.000046236863,0.0009861613,0.00059814885,0.000007881744],"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":[0.000052126343,0.00036653984,0.000051010888,0.8275189,0.17092583,0.00011801843,0.00013555895,2.8552844e-7,5.160027e-9,0.0005422221,0.0002620303,0.00002747853],"study_design_scores_gemma":[0.00042770026,0.0015253037,0.00005676041,0.15855932,0.834352,0.0027594252,0.0002874985,0.0000014401626,2.8463143e-7,0.000052322575,0.0017420974,0.00023583336],"about_ca_topic_score_codex":0.000013625935,"about_ca_topic_score_gemma":0.0000029456091,"teacher_disagreement_score":0.66895956,"about_ca_system_score_codex":0.00005630394,"about_ca_system_score_gemma":0.00035229442,"threshold_uncertainty_score":0.99971366},"labels":[],"label_agreement":null},{"id":"W3207421408","doi":"10.1136/bmjophth-2021-000813","title":"Variable expressivity of <i>BEST1</i>-associated autosomal dominant vitreoretinochoroidopathy (ADVIRC) in a three-generation pedigree","year":2021,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Eye Institute; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Foundation Fighting Blindness","keywords":"Expressivity; Genetics; Variable (mathematics); Psychology; Biology; Mathematics","score_opus":0.03563660623049998,"score_gpt":0.3220928680353578,"score_spread":0.28645626180485784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207421408","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":[0.9764743,0.00030733214,0.00032470998,0.0001752187,0.00026316196,0.000681606,0.000023951903,0.000004208634,0.021745553],"genre_scores_gemma":[0.9940753,0.00002541704,0.003469899,0.00009728987,0.00008203071,0.00020885137,0.00052948116,0.000023154083,0.0014886013],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99812657,0.0003170102,0.00049311237,0.0005478898,0.0001619349,0.0003534967],"domain_scores_gemma":[0.9990257,0.00003402258,0.0002521099,0.00043661267,0.00018563792,0.000065919485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006815717,0.00020266279,0.00040382284,0.000054072538,0.00007511117,0.000039588467,0.0004161098,0.0002879496,0.00024418777],"category_scores_gemma":[0.0006241467,0.00020798374,0.00007631127,0.00024415326,0.000104415485,0.000016079273,0.0006307856,0.00011911509,0.000009099479],"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":[0.00039551398,0.0004700037,0.15155344,0.000029438414,0.00004997762,0.0003144118,0.00006932175,0.00012326123,0.84487367,0.0008043376,0.0010268635,0.00028974522],"study_design_scores_gemma":[0.006131264,0.001080426,0.24955718,0.00015235525,0.000055370638,0.0015273097,0.00023970453,0.00072594645,0.7331972,0.0044864677,0.0018487946,0.0009979742],"about_ca_topic_score_codex":0.00029659708,"about_ca_topic_score_gemma":0.00026840196,"teacher_disagreement_score":0.111676484,"about_ca_system_score_codex":0.000024971201,"about_ca_system_score_gemma":0.00056399533,"threshold_uncertainty_score":0.8481331},"labels":[],"label_agreement":null},{"id":"W3211809328","doi":"10.1136/bmjophth-2020-000685","title":"Novel open-source 3D-printed eye mount (TEMPO) for the ophthalmology wet lab","year":2021,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Intraocular Surgery and Lenses","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 Calgary","funders":"","keywords":"Cadaveric spasm; Modular design; Computer science; 3d printed; Mount; Software; Medicine; Surgery; Biomedical engineering; Operating system","score_opus":0.10131598302265082,"score_gpt":0.4108174138483262,"score_spread":0.3095014308256754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211809328","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":[0.8940077,0.00077941275,0.001979626,0.020926964,0.0022554903,0.008854434,0.00011452902,0.00006490601,0.07101694],"genre_scores_gemma":[0.9132261,0.000017908067,0.009389331,0.0038358783,0.0005394102,0.0021926467,0.0002767602,0.00012333895,0.07039863],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99667984,0.00046255707,0.0007939721,0.000966824,0.0002616642,0.00083516806],"domain_scores_gemma":[0.99581593,0.0014763506,0.00030666345,0.001609116,0.00058456504,0.00020735603],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020822391,0.00041086136,0.0011724217,0.00009975567,0.00047785172,0.00021831588,0.0014585926,0.00043591464,0.007114367],"category_scores_gemma":[0.0018946108,0.00030945268,0.00027929424,0.00040123417,0.0003287822,0.0002117726,0.0020619577,0.0005378331,0.0002962858],"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":[0.04919187,0.018171169,0.24481566,0.0029289827,0.012889695,0.1472067,0.005457475,0.0013384728,0.2732954,0.104940854,0.108723775,0.03103993],"study_design_scores_gemma":[0.011363237,0.0021391609,0.112384304,0.00042214384,0.0006669972,0.33202165,0.002695729,0.0016161712,0.017523423,0.0009206533,0.51696754,0.0012790032],"about_ca_topic_score_codex":0.0012626286,"about_ca_topic_score_gemma":0.000017531662,"teacher_disagreement_score":0.40824375,"about_ca_system_score_codex":0.00013489915,"about_ca_system_score_gemma":0.000941249,"threshold_uncertainty_score":0.99993575},"labels":[],"label_agreement":null},{"id":"W3213662809","doi":"10.1136/bmjophth-2021-000896","title":"Healthcare costs among patients with macular oedema associated with non-infectious uveitis: a US commercial payer’s perspective","year":2021,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Ocular Diseases and Behçet’s Syndrome","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Bausch Health; International Business Machines Corporation","keywords":"Medicine; Health care; Health plan; Uveitis; Cohort; Pediatrics; Internal medicine; Ophthalmology","score_opus":0.023906919131951726,"score_gpt":0.3446420650933717,"score_spread":0.32073514596141994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213662809","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":[0.9824383,0.00015305718,0.000010954383,0.0020101178,0.00020865697,0.0038667505,0.00015943835,0.000049719343,0.011103007],"genre_scores_gemma":[0.9961763,0.0000053272774,0.00016815831,0.0010040537,0.00008924567,0.0004537448,0.00069758575,0.000087243374,0.0013183255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99721444,0.00040800215,0.00038138233,0.00082007016,0.00051815173,0.0006579341],"domain_scores_gemma":[0.9972537,0.00008435896,0.00030289113,0.0006652633,0.0012481416,0.00044561308],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024274623,0.0003812456,0.0010188236,0.000107269,0.00027867232,0.00009883857,0.00025152208,0.0002838493,0.0010381744],"category_scores_gemma":[0.00027042234,0.0003006378,0.00015466016,0.00053776335,0.00019829653,0.00019373042,0.00031838944,0.00041425426,0.000049130475],"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":[0.0010749759,0.001636656,0.97375196,0.000067897854,0.0008100353,0.021538356,0.0002514564,0.000005822685,0.000008718681,0.00007503893,0.0005238744,0.00025521743],"study_design_scores_gemma":[0.009340715,0.0043930216,0.97690105,0.0006284597,0.00045296154,0.0069344803,0.0007203173,0.000023793065,0.000035326746,0.00006469825,0.00007169596,0.00043348648],"about_ca_topic_score_codex":0.0062760953,"about_ca_topic_score_gemma":0.001685079,"teacher_disagreement_score":0.014603876,"about_ca_system_score_codex":0.0008757143,"about_ca_system_score_gemma":0.0009519868,"threshold_uncertainty_score":0.99994457},"labels":[],"label_agreement":null},{"id":"W34192157","doi":"10.1136/bmjophth-2021-000765","title":"Exploring Identity and Change in Nonprofit Organisations: An Employee-Level Perspective","year":2007,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Public Health Agency of Canada","keywords":"Identity (music); Public relations; Openness to experience; Perspective (graphical); Business; Organizational identity; Organizational change; Identity change; Corporate identity; Qualitative research; Sociology; Political science; Social psychology; Psychology; Organizational commitment","score_opus":0.5682424941693887,"score_gpt":0.5158900041735649,"score_spread":0.05235248999582376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W34192157","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":[0.97910565,0.000073714815,0.00009582412,0.00041279919,0.00042490178,0.0015308214,0.0000053446747,0.000031607055,0.018319339],"genre_scores_gemma":[0.9978225,0.00002386735,0.0010576425,0.00008231415,0.00040241654,0.0003044876,0.0000028566665,0.000019418427,0.00028449835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846244,0.0002323598,0.00024390686,0.00039249277,0.00020834568,0.00046043686],"domain_scores_gemma":[0.99930865,0.00014068588,0.00007670603,0.00020837241,0.00011748096,0.00014809615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002916405,0.00012111467,0.00023209606,0.00018070854,0.00038283068,0.00015139503,0.00049413164,0.00011207585,0.00044819465],"category_scores_gemma":[0.00032178318,0.00013548108,0.000022342203,0.00045542957,0.00019102597,0.0027610203,0.0003135186,0.00017303179,0.000031704087],"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":[0.00005351031,0.000059023096,0.8452019,0.00000817445,0.000009189411,0.0002522658,0.08913217,1.9342937e-7,0.00036212037,0.06402075,0.0000032997793,0.00089741265],"study_design_scores_gemma":[0.0003063675,0.00009729052,0.94256157,0.000021369919,0.000004776353,0.000102418664,0.05214599,0.0000027214073,0.00013321641,0.0043657124,0.00007214425,0.00018645247],"about_ca_topic_score_codex":0.2152402,"about_ca_topic_score_gemma":0.060884424,"teacher_disagreement_score":0.15435578,"about_ca_system_score_codex":0.00031222097,"about_ca_system_score_gemma":0.00012388658,"threshold_uncertainty_score":0.956252},"labels":[],"label_agreement":null},{"id":"W36161844","doi":"10.1136/bmjophth-2021-000914","title":"k-tablet Structures and Crossover on Latent Variables for Real-Coded GA.","year":2002,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Crossover; Latent variable; Computer science; Statistics; Mathematics; Artificial intelligence","score_opus":0.10717352568208172,"score_gpt":0.37740602660187816,"score_spread":0.27023250091979645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W36161844","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":[0.47668803,0.00050131144,0.21076639,0.027612392,0.002980761,0.016790757,0.0014611583,0.0005285384,0.26267067],"genre_scores_gemma":[0.5033129,0.00004110417,0.48005787,0.0010606535,0.00022144325,0.0015646429,0.00008099634,0.000038071506,0.013622321],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988573,0.000042652253,0.0002060201,0.00051486446,0.000095357915,0.00028379413],"domain_scores_gemma":[0.99886113,0.00019807079,0.000109236076,0.0007022521,0.000049735198,0.00007957188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027807118,0.00013239664,0.00021869171,0.000045321565,0.00024265835,0.00040533772,0.0010981717,0.00008665387,0.00018331596],"category_scores_gemma":[0.000059869497,0.00011273346,0.000025347801,0.00013149483,0.00006446852,0.00029885836,0.000631811,0.00007538405,0.00003718373],"study_design_candidate":"theoretical_or_conceptual","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":[0.00008105509,0.0003077887,0.0010792074,0.000044374054,0.000081949926,0.0001478599,0.0005799973,0.00025234412,0.0005784337,0.8592745,0.091843285,0.045729194],"study_design_scores_gemma":[0.007736739,0.0027245597,0.08307477,0.00012323882,0.00007019317,0.008687622,0.000098233766,0.49928197,0.0024951205,0.26847717,0.1251629,0.0020674486],"about_ca_topic_score_codex":0.0002467896,"about_ca_topic_score_gemma":0.0000018766161,"teacher_disagreement_score":0.5907973,"about_ca_system_score_codex":0.000016618307,"about_ca_system_score_gemma":0.000023381794,"threshold_uncertainty_score":0.45971373},"labels":[],"label_agreement":null},{"id":"W4210319542","doi":"10.1136/bmjophth-2021-000937","title":"Temporal trends in ophthalmic surgical demand in a universal healthcare system: an Ontario population-based study of over two decades","year":2022,"lang":"en","type":"editorial","venue":"BMJ Open Ophthalmology","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; Kensington Health; University Health Network","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Healthcare system; Health care; Universal health care; Medicine; Optometry; Geography; Economic growth; Economics; Health policy","score_opus":0.10201214722536978,"score_gpt":0.4149926746559163,"score_spread":0.31298052743054655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210319542","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":[0.88393706,0.00016083743,7.7842986e-7,0.00030350251,0.10612923,0.0032653234,0.0006191591,0.00001721238,0.005566915],"genre_scores_gemma":[0.98145366,0.0000027517249,0.000056194964,0.000020296631,0.014709998,0.0008030184,0.001679008,0.00006863181,0.0012064202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99440885,0.0009952441,0.0023540268,0.0013233739,0.0002309308,0.0006875804],"domain_scores_gemma":[0.99701774,0.00038655993,0.0013907984,0.0009672331,0.000050952156,0.00018672281],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034422623,0.00045196989,0.002157585,0.002247604,0.00013489895,0.00007683441,0.0013356688,0.00066762185,0.0014420184],"category_scores_gemma":[0.00010554005,0.00057490915,0.00014302776,0.00088678516,0.000036643258,0.00028551088,0.0006984283,0.0011973511,0.000011703271],"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":[0.0010415841,0.0014027228,0.97506,0.00045205254,0.000076440134,0.004063486,0.0015685975,0.0017397513,1.060661e-8,0.008757729,0.0057628388,0.00007479251],"study_design_scores_gemma":[0.017553922,0.0052587395,0.8663063,0.00031864154,0.000038396578,0.00017932044,0.003052139,0.0008378254,8.0073285e-8,0.0011467143,0.103868335,0.0014395743],"about_ca_topic_score_codex":0.9489432,"about_ca_topic_score_gemma":0.6823905,"teacher_disagreement_score":0.2665527,"about_ca_system_score_codex":0.0034648324,"about_ca_system_score_gemma":0.0008750097,"threshold_uncertainty_score":0.9996702},"labels":[],"label_agreement":null},{"id":"W4211142031","doi":"10.1136/bmjophth-2021-000915","title":"Diagnostic accuracy of teleretinal screening for detection of diabetic retinopathy and age-related macular degeneration: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"BMJ Open Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University Health Network; University of Toronto; SickKids Foundation; Hospital for Sick Children; Queen's University","funders":"Canadian Institutes of Health Research; Diabetes Action Canada; Diabetes Action Research and Education Foundation","keywords":"Medicine; Meta-analysis; Diabetic retinopathy; Grading (engineering); Macular degeneration; MEDLINE; Diagnostic accuracy; Internal medicine; Ophthalmology; Diabetes mellitus","score_opus":0.21537041793569736,"score_gpt":0.4549191242336107,"score_spread":0.23954870629791333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211142031","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":[0.00073412835,0.97860646,0.000036624428,0.00004760456,0.000023693403,0.020205554,0.00025031785,0.0000058697883,0.0000897205],"genre_scores_gemma":[0.008685186,0.9784282,0.00070831634,0.000034121,0.000010543082,0.011051007,0.00072284945,0.000051312414,0.00030849097],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99587035,0.001234563,0.0018289731,0.00059862196,0.00026086575,0.00020663734],"domain_scores_gemma":[0.9945933,0.0023216538,0.0021487467,0.00066099985,0.00014497766,0.00013031143],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012510807,0.0004302233,0.009343405,0.00029182024,0.00010575919,0.000026464582,0.00023450005,0.00017579067,0.00080947834],"category_scores_gemma":[0.0035827495,0.00029840576,0.0016727477,0.000637619,0.000116674164,0.00005712635,0.00030844036,0.00017485271,0.0000014711908],"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":[0.00005989633,0.00014594893,0.00010346623,0.8943242,0.10153562,0.0006833562,0.000015272517,0.0000012309803,0.000001242461,0.000031993943,0.000005802218,0.003091964],"study_design_scores_gemma":[0.0005198705,0.0010494256,0.0002163267,0.025934514,0.96606654,0.0055326996,0.000015735124,0.000019340367,0.0000034608129,0.00003608781,0.0003684099,0.00023756332],"about_ca_topic_score_codex":0.00007600222,"about_ca_topic_score_gemma":0.0000011788732,"teacher_disagreement_score":0.86838967,"about_ca_system_score_codex":0.00004021327,"about_ca_system_score_gemma":0.00012774591,"threshold_uncertainty_score":0.99994683},"labels":[],"label_agreement":null},{"id":"W4220930269","doi":"10.1136/bmjophth-2021-000943","title":"Drug-induced corneal deposits: an up-to-date review","year":2022,"lang":"en","type":"review","venue":"BMJ Open Ophthalmology","topic":"Drug-Induced Ocular Toxicity","field":"Medicine","cited_by":39,"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 Ottawa; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Cornea; Corneal epithelium; Drug; Phototherapeutic keratectomy; Pharmacology; Ophthalmology","score_opus":0.2931237446671877,"score_gpt":0.509453625168685,"score_spread":0.21632988050149726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220930269","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":[0.0006434161,0.92301035,0.0000020513198,0.0005944826,0.0021833244,0.02733205,0.00012490233,0.00012770767,0.04598169],"genre_scores_gemma":[0.00006888893,0.97490704,0.0009927144,0.0033717884,0.0005462319,0.007874796,0.0021898786,0.00042198438,0.009626692],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98942435,0.003578511,0.0024280592,0.0023642506,0.00092721044,0.0012776273],"domain_scores_gemma":[0.9927695,0.00043417298,0.0013122979,0.004128979,0.00019832884,0.0011567688],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003921596,0.001347648,0.008141887,0.0005313859,0.00035508783,0.000132294,0.0035721117,0.0007319118,0.005640265],"category_scores_gemma":[0.0014611534,0.0011964556,0.0010905858,0.001560375,0.00009971724,0.00027180547,0.0038340904,0.002300502,0.0025122531],"study_design_candidate":"design_other","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":[0.0001139601,0.0005417269,0.00003251069,0.06307663,0.00077926065,0.019231226,0.00011995187,2.3472235e-7,0.000009859772,0.000116623596,0.010253032,0.905725],"study_design_scores_gemma":[0.0007555757,0.0007678084,0.00006098331,0.03410698,0.002739484,0.09224356,0.0000526328,0.0000011444556,0.000010301149,0.000013611645,0.8681275,0.00112039],"about_ca_topic_score_codex":0.0005428007,"about_ca_topic_score_gemma":0.00003157379,"teacher_disagreement_score":0.9046046,"about_ca_system_score_codex":0.0007296983,"about_ca_system_score_gemma":0.003447459,"threshold_uncertainty_score":0.99992746},"labels":[],"label_agreement":null},{"id":"W4280510129","doi":"10.1136/bmjophth-2021-000914","title":"Reasons why we might want to question the use of patching to treat amblyopia as well as the reliance on visual acuity as the primary outcome measure","year":2022,"lang":"en","type":"review","venue":"BMJ Open Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Visual acuity; Gold standard (test); Optometry; Measure (data warehouse); Monocular; Medicine; Outcome (game theory); Primary (astronomy); Clinical endpoint; Psychology; Ophthalmology; Randomized controlled trial; Surgery; Computer science; Artificial intelligence; Physics; Mathematics","score_opus":0.2798088413282737,"score_gpt":0.5062127223577858,"score_spread":0.2264038810295121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280510129","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":[0.1113166,0.64678925,0.000010245568,0.1318123,0.004455323,0.05852415,0.0003676016,0.00016461189,0.046559896],"genre_scores_gemma":[0.017046934,0.8304712,0.0003444264,0.03098197,0.0013136568,0.015154962,0.00048338814,0.0004910996,0.10371235],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99068415,0.0047887936,0.0015086189,0.0012315594,0.0009480247,0.0008388397],"domain_scores_gemma":[0.9922031,0.004136098,0.0010102479,0.00218666,0.0001953328,0.0002685579],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0039993403,0.0010110762,0.003330386,0.00025315303,0.0012590801,0.0001108582,0.0020366337,0.0005667758,0.0021333625],"category_scores_gemma":[0.0036876248,0.00046975916,0.00078974274,0.0009372341,0.00045666803,0.00015713283,0.0026970683,0.0019424837,0.001649601],"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":[0.03010473,0.01363366,0.040072914,0.032296803,0.010017067,0.020461867,0.011885825,0.00011020502,0.00007301615,0.0109071145,0.3490785,0.4813583],"study_design_scores_gemma":[0.0006665148,0.009783427,0.009801089,0.006126121,0.0019771263,0.020771109,0.0003645658,0.0000011753119,0.0000063373122,0.00022475445,0.9497009,0.0005769172],"about_ca_topic_score_codex":0.0032731802,"about_ca_topic_score_gemma":0.000026117714,"teacher_disagreement_score":0.60062236,"about_ca_system_score_codex":0.0005063345,"about_ca_system_score_gemma":0.00091641117,"threshold_uncertainty_score":0.9997754},"labels":[],"label_agreement":null},{"id":"W4281289180","doi":"10.1136/bmjophth-2021-000947","title":"Characterising the chronicity of dupilumab-associated ocular surface disease: an analysis of a retrospective case series","year":2022,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Dermatology and Skin Diseases","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":"Université Laval; Hôpital du Saint-Sacrement","funders":"","keywords":"Medicine; Dupilumab; Atopic dermatitis; Corticosteroid; Dermatology; Retrospective cohort study; Surgery","score_opus":0.04157989633203349,"score_gpt":0.3761596245915992,"score_spread":0.3345797282595657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281289180","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":[0.99622273,0.00039454855,0.000002114657,0.0007813237,0.00009756316,0.0012104148,0.0005443046,0.000013963602,0.00073300744],"genre_scores_gemma":[0.9989571,0.000005594328,0.00003329004,0.00011573097,0.000011406384,0.00011864707,0.00031987188,0.000016111695,0.00042223177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976471,0.0010171236,0.00047824357,0.00034960627,0.00026263788,0.00024528624],"domain_scores_gemma":[0.99827987,0.00014341895,0.0004954719,0.0007688114,0.00019365858,0.0001187619],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008448549,0.0001526798,0.0009391896,0.00013242001,0.00033638364,0.000013093062,0.00039232493,0.00007091256,0.0026433964],"category_scores_gemma":[0.0004419586,0.00012501846,0.0002455211,0.00083857967,0.00037155714,0.00015632596,0.00054422213,0.00022508716,0.0000016619707],"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":[0.00220009,0.0009317395,0.9687896,0.000053513773,0.0021991162,0.023952847,0.0006207173,0.00045149936,0.00040304047,0.00023789277,0.00014740767,0.000012535248],"study_design_scores_gemma":[0.0008779925,0.00047265313,0.9739461,0.000018556797,0.0024144605,0.019088881,0.0013566398,0.0012990301,0.00018908846,0.0001814091,0.000027534603,0.00012768604],"about_ca_topic_score_codex":0.0009146616,"about_ca_topic_score_gemma":0.000052151143,"teacher_disagreement_score":0.0051564667,"about_ca_system_score_codex":0.00013705876,"about_ca_system_score_gemma":0.00036131422,"threshold_uncertainty_score":0.9982683},"labels":[],"label_agreement":null},{"id":"W4281618106","doi":"10.1136/bmjophth-2021-000949","title":"Pooled prevalence of blindness in Ethiopia: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"BMJ Open Ophthalmology","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":6,"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":"Meta-analysis; Blindness; Optometry; Geography; Environmental health; Medicine; Internal medicine","score_opus":0.2882723904049389,"score_gpt":0.5082150979648445,"score_spread":0.21994270755990564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281618106","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":[0.000006819345,0.98817134,0.0000024035978,0.00041720943,0.000019526671,0.009491426,0.00009219623,0.0000067462784,0.0017923146],"genre_scores_gemma":[0.00006237314,0.9827788,0.00022666073,0.00023174175,0.000008218121,0.0050992155,0.0001345872,0.000039212802,0.011419223],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9923982,0.0034572042,0.002553706,0.000867838,0.000432084,0.00029096156],"domain_scores_gemma":[0.99524474,0.00092739216,0.0020301163,0.0015534781,0.00012584587,0.000118399694],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0053995983,0.000513683,0.021816777,0.0009344366,0.000048719503,0.0000309257,0.00096174976,0.00023384325,0.0077079423],"category_scores_gemma":[0.0016951747,0.00033492688,0.0030111244,0.0026886088,0.00013104406,0.000067836496,0.000848422,0.00072552246,0.00001930691],"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":[0.000008201852,0.00013131146,0.000052422914,0.87316346,0.12534474,0.0009723683,0.000024554485,4.85003e-7,2.3585246e-8,0.000020474374,0.000026253238,0.00025570882],"study_design_scores_gemma":[0.00015705955,0.00013976198,0.000012821687,0.065561414,0.92295825,0.00806035,0.000028603075,0.0000064955198,4.9705605e-8,0.000011888709,0.0027968474,0.00026645267],"about_ca_topic_score_codex":0.000329988,"about_ca_topic_score_gemma":0.0000030834328,"teacher_disagreement_score":0.80760205,"about_ca_system_score_codex":0.00007972064,"about_ca_system_score_gemma":0.0004028732,"threshold_uncertainty_score":0.9999103},"labels":[],"label_agreement":null},{"id":"W4295763183","doi":"10.1136/bmjophth-2022-001078","title":"Impact of cerebral hypoperfusion–reperfusion on optic nerve integrity and visual function in the DBA/2J mouse model of glaucoma","year":2022,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":2,"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; St. Michael's Hospital","funders":"University of Bern","keywords":"Optic nerve; Intraocular pressure; Perfusion; Glaucoma; Medicine; Ophthalmology; Optic neuropathy; Atrophy; Common carotid artery; Internal medicine; Carotid arteries","score_opus":0.05339970788678879,"score_gpt":0.3754566760232126,"score_spread":0.3220569681364238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295763183","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":[0.99437135,0.000063995154,0.0000075953135,0.000542624,0.000079414385,0.0017870929,0.000022623017,0.0000057393822,0.0031195725],"genre_scores_gemma":[0.99907696,0.0000049405025,0.00012602707,0.00008661633,0.000016346445,0.00013592692,0.000043757133,0.00001815249,0.0004912809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982179,0.0004962723,0.0004422154,0.00030448815,0.00031004194,0.00022912069],"domain_scores_gemma":[0.9991964,0.00014515713,0.00019850238,0.00033064306,0.0000688068,0.00006047724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095979095,0.00017277041,0.0005022164,0.00018446079,0.000118548895,0.00001003981,0.00029289734,0.00011026838,0.0005245791],"category_scores_gemma":[0.00014399344,0.00010947965,0.0001368266,0.0002568134,0.00014441973,0.000067739886,0.0005298811,0.00056979584,0.0000032057615],"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":[0.010537957,0.0022016957,0.9439267,0.000105951534,0.000071250644,0.00027890666,0.0011274419,0.00033782987,0.039442927,0.0008233893,0.0003515715,0.0007943883],"study_design_scores_gemma":[0.0029747512,0.012575827,0.944507,0.00006382135,0.00007877676,0.0039574783,0.0026229396,0.031890202,0.00056809606,0.0005965299,0.0000033275057,0.00016126345],"about_ca_topic_score_codex":0.0031681657,"about_ca_topic_score_gemma":0.000013664617,"teacher_disagreement_score":0.03887483,"about_ca_system_score_codex":0.000072047624,"about_ca_system_score_gemma":0.00022171967,"threshold_uncertainty_score":0.5743773},"labels":[],"label_agreement":null},{"id":"W4321452979","doi":"10.1136/bmjophth-2022-001214","title":"Prevalence and clinical implications of subretinal fluid in retinal diseases: a real-world cohort study","year":2023,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Retinal Diseases and Treatments","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":"St. Michael's Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Visual acuity; Ophthalmology; Cohort; Occlusion; Retrospective cohort study; Retinal; Retinal Vein; Macular degeneration; Surgery; Internal medicine","score_opus":0.10047564337733232,"score_gpt":0.4940553755826373,"score_spread":0.39357973220530496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321452979","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":[0.98403245,0.00006685724,3.3787458e-7,0.0008634316,0.000059395163,0.0055775917,0.00008106735,0.000022293474,0.009296585],"genre_scores_gemma":[0.9962544,0.00017100346,0.000089958325,0.000035280882,0.00004352396,0.0009545285,0.0000832699,0.000019611169,0.0023484295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997845,0.00036961684,0.00073323864,0.0005764435,0.00019918749,0.00027654262],"domain_scores_gemma":[0.99849105,0.00035048116,0.00019251542,0.00063173624,0.00010004046,0.00023415968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008317768,0.00015779393,0.00063617126,0.00017972011,0.00005805785,0.000018016286,0.00026806016,0.00006209878,0.00030575765],"category_scores_gemma":[0.0003882194,0.00013497139,0.000095629555,0.00052772585,0.00021690744,0.00006789452,0.00045152576,0.0001278864,0.00005442645],"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":[0.0016821282,0.0018837117,0.9931458,0.00015259562,0.00013919403,0.0019524846,0.00003813988,5.72365e-7,0.000009822854,0.00030118486,0.00038654928,0.0003078067],"study_design_scores_gemma":[0.0024954528,0.0021775304,0.9932755,0.00015585976,0.00042143502,0.00064348924,0.00011462447,0.000043536318,0.0000015568464,0.00054449093,0.000012298684,0.000114201575],"about_ca_topic_score_codex":0.0010933301,"about_ca_topic_score_gemma":0.000044803906,"teacher_disagreement_score":0.012221954,"about_ca_system_score_codex":0.000044394576,"about_ca_system_score_gemma":0.00022968408,"threshold_uncertainty_score":0.55039734},"labels":[],"label_agreement":null},{"id":"W4378650181","doi":"10.1136/bmjophth-2023-001283","title":"Refractive error, eye care needs and attitude towards spectacle wearing among older Zanzibari craftswomen and implications for developing women-targeted services: a cross-sectional study","year":2023,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Medical Research Council Canada; Wellcome Trust; Novartis","keywords":"Presbyopia; Refractive error; Optometry; Spectacle; Near vision; Medicine; Visual impairment; Accommodation; Disadvantaged; Cross-sectional study; Vision disorder; Psychology; Eye disease; Ophthalmology; Visual acuity; Psychiatry","score_opus":0.0971711841719878,"score_gpt":0.4746610596918678,"score_spread":0.37748987551988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378650181","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":[0.99172807,0.000116936695,0.0000122540305,0.000844216,0.00021875856,0.0056308373,0.000054673103,0.00009477115,0.0012994775],"genre_scores_gemma":[0.9930217,0.000013287077,0.00062389654,0.00016984745,0.000120449666,0.0038897258,0.00010033632,0.000048254125,0.0020124537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978273,0.00012218433,0.00051064126,0.00073207065,0.0001564014,0.00065143016],"domain_scores_gemma":[0.998715,0.00023106646,0.00020182686,0.00034469995,0.00032907302,0.0001783207],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007692991,0.0003194145,0.0006870247,0.00034337468,0.000857254,0.00013509007,0.0002566185,0.00023945855,0.00009675136],"category_scores_gemma":[0.00012899478,0.00030001655,0.000055398305,0.0005460862,0.0002772558,0.00034520912,0.0010786685,0.00026338536,0.000020241916],"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":[0.00066123024,0.00032061496,0.9808542,0.00044359677,0.00057706283,0.000115216986,0.016591663,0.000004128095,0.00018444275,0.000101267426,0.000033289172,0.000113295086],"study_design_scores_gemma":[0.0037260207,0.0025417623,0.955698,0.00008135928,0.00007658341,0.00071805884,0.036240958,0.000041741485,0.00003257426,0.0004785346,0.000049670234,0.00031473394],"about_ca_topic_score_codex":0.00040679178,"about_ca_topic_score_gemma":0.00001939926,"teacher_disagreement_score":0.02515619,"about_ca_system_score_codex":0.00024113157,"about_ca_system_score_gemma":0.00019423619,"threshold_uncertainty_score":0.9999452},"labels":[],"label_agreement":null},{"id":"W4379508063","doi":"10.1136/bmjophth-2023-001253","title":"Demographic trends of patients undergoing ophthalmic surgery in Ontario, Canada: a population-based study","year":2023,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Subspecialty; Demography; Cohort; Population; Retrospective cohort study; Ophthalmic surgery; Surgery; Family medicine; Environmental health; Internal medicine","score_opus":0.06382471517086606,"score_gpt":0.33832129017156226,"score_spread":0.2744965750006962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379508063","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":[0.9960553,0.000009527642,2.1389212e-7,0.00021929847,0.0004541068,0.0012238823,0.000011477061,0.000016430156,0.0020097585],"genre_scores_gemma":[0.99803376,3.4738096e-7,0.000030118099,0.000101199505,0.000018037597,0.00019451337,0.00045131354,0.000027986078,0.0011427216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977332,0.00035366003,0.0007581676,0.00038690458,0.0003539147,0.00041418322],"domain_scores_gemma":[0.99821436,0.000904293,0.0002408815,0.0004401627,0.000101813785,0.000098470904],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009094802,0.0001974707,0.00082766655,0.00086685177,0.000076069635,0.000012411073,0.00019253267,0.00011754531,0.0013729625],"category_scores_gemma":[0.0004211586,0.00019193954,0.000125617,0.0012352768,0.000029390414,0.00008133186,0.00011012127,0.0002314048,0.000007130682],"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":[0.0006125426,0.0006463366,0.993141,0.000062399784,0.00009046597,0.0042763557,0.00012293487,0.0001856592,0.000005068662,0.000012109115,0.0005753193,0.00026983593],"study_design_scores_gemma":[0.0015656978,0.00040443617,0.9971454,0.00013370019,0.000044990986,0.00016757418,0.00021827493,0.00004854081,0.000018567378,0.000030593397,0.00003581586,0.00018641281],"about_ca_topic_score_codex":0.9528405,"about_ca_topic_score_gemma":0.9515631,"teacher_disagreement_score":0.0041087815,"about_ca_system_score_codex":0.00029266952,"about_ca_system_score_gemma":0.002627281,"threshold_uncertainty_score":0.9995399},"labels":[],"label_agreement":null},{"id":"W4380996654","doi":"10.1136/bmjophth-2022-001205","title":"Systematic review of efficacy and meta-analysis of safety of ranibizumab biosimilars relative to reference ranibizumab anti-VEGF therapy for nAMD treatment","year":2023,"lang":"en","type":"review","venue":"BMJ Open Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"START Clinic; University of Toronto; McMaster University; Octane (Canada)","funders":"","keywords":"Ranibizumab; Biosimilar; Medicine; Meta-analysis; Pharmacology; Internal medicine; Bevacizumab; Chemotherapy","score_opus":0.38201033959062003,"score_gpt":0.5303486103534482,"score_spread":0.14833827076282813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380996654","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":[0.00023496823,0.95605063,0.000007403078,0.00014594382,0.000029137014,0.040303912,0.002641791,0.000009029818,0.0005771999],"genre_scores_gemma":[0.0007332255,0.9917412,0.0006015719,0.000053959197,0.0000070692668,0.0046298113,0.000925524,0.0000789043,0.0012287821],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9939779,0.0011687289,0.0032672964,0.0008796465,0.00039635412,0.00031009899],"domain_scores_gemma":[0.9928939,0.0019144516,0.0029862334,0.0015349763,0.0004737053,0.00019674165],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0010471877,0.0007348521,0.021244073,0.0005900705,0.000053045806,0.000010499328,0.00052352046,0.00030065945,0.00040896656],"category_scores_gemma":[0.00083250937,0.0004172657,0.0038218698,0.0014042783,0.0001386222,0.000053257114,0.00021686411,0.00011042754,0.000014586808],"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":[0.0011064165,0.0007139109,0.000012037872,0.6502589,0.34581453,0.00017265682,0.00006406343,8.1253626e-7,7.991051e-7,0.00019024692,0.000036251357,0.0016293969],"study_design_scores_gemma":[0.002934808,0.0043571424,0.00033288304,0.1661496,0.82430434,0.00044299348,0.00002962137,0.0000022219829,0.0000049769337,0.000024182547,0.0011185316,0.00029871933],"about_ca_topic_score_codex":0.00016302403,"about_ca_topic_score_gemma":0.0000024916917,"teacher_disagreement_score":0.48410928,"about_ca_system_score_codex":0.0001555893,"about_ca_system_score_gemma":0.0005397572,"threshold_uncertainty_score":0.9998279},"labels":[],"label_agreement":null},{"id":"W4384447375","doi":"10.1136/bmjophth-2023-001310","title":"Intravitreal anti-vascular endothelial growth factor for the treatment of chronic central serous retinopathy: a meta-analysis of the literature","year":2023,"lang":"en","type":"review","venue":"BMJ Open Ophthalmology","topic":"Retinal Diseases and Treatments","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 Calgary; University of Alberta","funders":"","keywords":"Medicine; Ophthalmology; Ranibizumab; Visual acuity; Serous fluid; Meta-analysis; Aflibercept; Vascular endothelial growth factor; Internal medicine; VEGF receptors; Bevacizumab; Chemotherapy","score_opus":0.20058896082530436,"score_gpt":0.45143573388665137,"score_spread":0.250846773061347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384447375","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":[0.004379766,0.9706473,0.0000021428052,0.00013122907,0.00030438986,0.014957467,0.009470746,0.000010877529,0.00009611516],"genre_scores_gemma":[0.012013356,0.98071975,0.000051327406,0.000014038438,0.00022967656,0.0035568657,0.0011771966,0.000101401,0.002136372],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9966354,0.0006420931,0.0011408665,0.00069561444,0.00038614694,0.00049989583],"domain_scores_gemma":[0.99602884,0.00094337884,0.0011442825,0.0015302596,0.00022070462,0.00013254117],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026028953,0.000660585,0.006540886,0.00023618252,0.00011504377,0.000047633093,0.0008629612,0.0003733849,0.00044030166],"category_scores_gemma":[0.00019171262,0.00027221366,0.008931461,0.0011176115,0.00019160777,0.000037697504,0.00021171162,0.00018316717,0.000008247691],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066329207,0.0025214157,0.0016670527,0.019189848,0.938173,0.0015459841,0.00058043795,0.000019740472,0.0000044926146,0.00030540978,0.00008895033,0.035240393],"study_design_scores_gemma":[0.0018468489,0.00283276,0.012374308,0.0013235122,0.95651406,0.001321482,0.000023924074,0.00002860736,0.000026689017,0.00003528722,0.023363551,0.0003089489],"about_ca_topic_score_codex":0.0006407597,"about_ca_topic_score_gemma":0.00001565678,"teacher_disagreement_score":0.034931447,"about_ca_system_score_codex":0.00025305458,"about_ca_system_score_gemma":0.0008480482,"threshold_uncertainty_score":0.999973},"labels":[],"label_agreement":null},{"id":"W4386768506","doi":"10.1136/bmjophth-2023-001330","title":"Bibliometric analysis of the uveitis literature and research trends over the past two decades","year":2023,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Ocular Diseases and Behçet’s Syndrome","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; McMaster University; University of Toronto","funders":"","keywords":"Bibliometrics; Publishing; MEDLINE; Productivity; Geography; Medicine; Library science; Demography; Regional science; Political science; Economic growth; Sociology; Economics; Computer science","score_opus":0.12129742294676926,"score_gpt":0.49033879818787635,"score_spread":0.3690413752411071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386768506","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":[0.9863748,0.0013942723,2.8311706e-7,0.004047403,0.00010423797,0.00069101824,0.00009929051,0.0000103356815,0.0072783893],"genre_scores_gemma":[0.988659,0.00011460327,0.000026815464,0.00011581503,0.00009038223,0.000117270545,0.00007619907,0.000016963577,0.010782909],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979076,0.00049135764,0.00029127157,0.0003683788,0.000568021,0.00037339097],"domain_scores_gemma":[0.9982039,0.0004807017,0.00010360275,0.000869336,0.00021990773,0.00012256594],"candidate_categories":["bibliometrics","insufficient_payload"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0016925117,0.00012909841,0.00048239995,0.033297505,0.00021287426,0.00014360462,0.00062598276,0.00012342149,0.0014607551],"category_scores_gemma":[0.00040290126,0.00006624923,0.00024496356,0.24974103,0.00033994787,0.0000901734,0.0010620194,0.0003303013,0.000019952435],"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":[0.00014964805,0.00013233956,0.9794534,0.00006641768,0.0010214836,0.00119239,0.00029107838,0.000011781984,0.00028039288,0.00032466624,0.009809714,0.007266694],"study_design_scores_gemma":[0.00073121727,0.0002472631,0.99409074,0.00006902056,0.00063850876,0.0016941599,0.00013625332,0.0002376113,0.000026647018,0.00031919993,0.0017293838,0.00008002127],"about_ca_topic_score_codex":0.00045131243,"about_ca_topic_score_gemma":0.000015922738,"teacher_disagreement_score":0.21644352,"about_ca_system_score_codex":0.00002272822,"about_ca_system_score_gemma":0.00008404903,"threshold_uncertainty_score":0.99945205},"labels":[],"label_agreement":null},{"id":"W4388653216","doi":"10.1136/bmjophth-2023-001355","title":"Role of excessive weight in intraocular pressure: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"BMJ Open Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":13,"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":"Meta-analysis; Intraocular pressure; Inclusion and exclusion criteria; Medicine; Glaucoma; Mean difference; MEDLINE; Significant difference; Ophthalmology; Internal medicine; Confidence interval; Pathology; Alternative medicine","score_opus":0.12521830196611106,"score_gpt":0.4449014084797369,"score_spread":0.31968310651362586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388653216","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":[0.000007667703,0.97926307,6.565526e-7,0.00023206939,0.000021966142,0.017934134,0.00005394508,0.000009569638,0.0024769227],"genre_scores_gemma":[0.00004982333,0.9898965,0.00008287314,0.00008262791,0.000010559817,0.005493884,0.00014392674,0.00005777011,0.004182036],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99504226,0.0016181419,0.0020561786,0.0006808581,0.0002893164,0.0003132413],"domain_scores_gemma":[0.9968158,0.0004336154,0.001427001,0.0010753553,0.00012630902,0.00012191483],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017525684,0.000511873,0.018953364,0.00060771336,0.000027037433,0.000020307101,0.00068225426,0.00042759287,0.00097096927],"category_scores_gemma":[0.00069968216,0.0003045831,0.0020564878,0.001651631,0.0001331199,0.00005237004,0.00055492093,0.00039953887,0.00007040407],"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":[0.000009706074,0.00008174746,0.00004121457,0.83910304,0.15949596,0.0009036754,0.000026723254,9.035487e-8,8.3392436e-8,0.00013649632,0.00008547873,0.00011577291],"study_design_scores_gemma":[0.00018259781,0.00013142532,0.000059822447,0.08805721,0.8983261,0.004261037,0.00004146203,0.0000033966407,1.2674985e-7,0.00011322226,0.008557396,0.00026617985],"about_ca_topic_score_codex":0.00038657035,"about_ca_topic_score_gemma":0.000014996054,"teacher_disagreement_score":0.7510458,"about_ca_system_score_codex":0.000022974675,"about_ca_system_score_gemma":0.00025558556,"threshold_uncertainty_score":0.9999423},"labels":[],"label_agreement":null},{"id":"W4388947823","doi":"10.1136/bmjophth-2023-001379","title":"OCT and OCTA in dysthyroid optic neuropathy: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"BMJ Open Ophthalmology","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":9,"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":"National Natural Science Foundation of China","keywords":"Medicine; Optic neuropathy; Ophthalmology; Inner plexiform layer; Optic nerve; Ganglion; Meta-analysis; Nerve fiber layer; Retinal; Ganglion cell layer; Internal medicine; Anatomy","score_opus":0.3134814941224999,"score_gpt":0.5044347816282334,"score_spread":0.19095328750573348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388947823","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":[0.0001517631,0.9772566,4.5149142e-7,0.00066588144,0.00007304331,0.019263744,0.0000713805,0.00003314233,0.0024840257],"genre_scores_gemma":[0.00018626323,0.98467547,0.0001162788,0.00046657684,0.000019589937,0.0065503,0.00024324108,0.00012568373,0.007616604],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99250895,0.0027341677,0.0023956858,0.0014565927,0.0002669761,0.00063765194],"domain_scores_gemma":[0.9957436,0.0011635715,0.001107496,0.0016206343,0.00009969609,0.00026500612],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0036579885,0.00093177555,0.0205763,0.0010452779,0.00010527286,0.000079238176,0.00077270874,0.00070031115,0.0007233259],"category_scores_gemma":[0.0018035488,0.0006461946,0.0016006469,0.002093225,0.00027339364,0.00012843794,0.001036678,0.0008651531,0.0003275287],"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":[0.000025572994,0.000114294,0.00010070082,0.89760417,0.08255032,0.019202339,0.000038680515,3.2573004e-7,2.3418755e-8,0.00012164058,0.00013395156,0.00010797551],"study_design_scores_gemma":[0.00042022357,0.00041739116,0.0001468451,0.03566026,0.86524117,0.09628329,0.000050380422,0.0000076227643,9.916313e-9,0.000090143556,0.0010870498,0.000595621],"about_ca_topic_score_codex":0.00019357295,"about_ca_topic_score_gemma":0.000010648647,"teacher_disagreement_score":0.8619439,"about_ca_system_score_codex":0.000057828787,"about_ca_system_score_gemma":0.00033977302,"threshold_uncertainty_score":0.9995989},"labels":[],"label_agreement":null},{"id":"W4389578921","doi":"10.1136/bmjophth-2023-001346","title":"Evaluating the long-term biological stability of cytokine biomarkers in ocular fluid samples","year":2023,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network; Kensington Health; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Biomarker; Cytokine; Medicine; Aqueous humor; Multiplex; Aqueous humour; Ophthalmology; Immunology; Chemistry; Biology; Bioinformatics; Biochemistry","score_opus":0.3481392567767392,"score_gpt":0.4876070689354814,"score_spread":0.1394678121587422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389578921","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":[0.99408007,0.00016167524,0.000007287607,0.0016220768,0.00015762799,0.002213183,0.000016088137,0.000021724341,0.0017202732],"genre_scores_gemma":[0.9989866,0.000025756512,0.00036057536,0.000097571,0.000047666705,0.00026671175,0.00010878619,0.000013858722,0.00009245747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976657,0.00075158617,0.00058681343,0.0004006581,0.00024036517,0.00035489182],"domain_scores_gemma":[0.9982512,0.00083381095,0.00015574883,0.00058794953,0.000100848374,0.00007046551],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0049175257,0.00015357348,0.0006002409,0.000120829915,0.00006108486,0.000013494471,0.00037736015,0.0001435773,0.0009933612],"category_scores_gemma":[0.0023047086,0.00009190261,0.00014872935,0.00058878935,0.00032918825,0.000044900986,0.0006249148,0.00016273679,0.000051328152],"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":[0.0013440212,0.00014103619,0.91166675,0.000114566225,0.00011132502,0.0015051691,0.00009349631,0.000006069257,0.08221444,0.00008277327,0.00008758034,0.0026327833],"study_design_scores_gemma":[0.0008656411,0.0007988156,0.9897468,0.00011007203,0.000033093394,0.0020507062,0.00017615795,0.00019415813,0.005493303,0.0003787625,0.00003773003,0.000114752766],"about_ca_topic_score_codex":0.00041852475,"about_ca_topic_score_gemma":0.0000072404673,"teacher_disagreement_score":0.078080066,"about_ca_system_score_codex":0.000038785896,"about_ca_system_score_gemma":0.00017685544,"threshold_uncertainty_score":0.9999199},"labels":[],"label_agreement":null},{"id":"W4390709033","doi":"10.1136/bmjophth-2023-001475","title":"Feasibility of an artificial intelligence phone call for postoperative care following cataract surgery in a diverse population: two phase prospective study protocol","year":2024,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Artificial Intelligence in Healthcare and Education","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":true,"ca_institutions":"William Osler Health System; University of Toronto; McMaster University","funders":"","keywords":"Usability; Phone; Medicine; Cataract surgery; Population; Protocol (science); Health care; Medical education; Workforce; Medical emergency; Nursing; Surgery; Computer science; Alternative medicine","score_opus":0.42671412602993736,"score_gpt":0.6105605954500513,"score_spread":0.1838464694201139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390709033","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":[0.8230542,0.000019562833,0.00007535644,0.0002770623,0.0005534966,0.1757833,0.000030826563,0.000020744454,0.00018546899],"genre_scores_gemma":[0.8975355,1.7162104e-7,0.00054849096,0.000033577446,0.00019194797,0.10147958,0.0001442833,0.000020289037,0.000046154408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736124,0.0003638023,0.001054601,0.0006923695,0.00021359233,0.0003144108],"domain_scores_gemma":[0.998379,0.00051302864,0.00015654662,0.00043256566,0.00039401453,0.00012483174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016306323,0.00020254568,0.00066999585,0.0002548734,0.000144078,0.00006516924,0.00019473222,0.00012187444,0.00017208706],"category_scores_gemma":[0.00086199096,0.00018155802,0.00014421689,0.0005298914,0.00007740292,0.000446849,0.00010007101,0.00024799033,0.000017291866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012598884,0.0062506623,0.8506142,0.00077348977,0.000117564276,0.0016442541,0.05369288,0.000101371144,0.00072939065,0.00040036676,0.000048269656,0.07302869],"study_design_scores_gemma":[0.0034233597,0.03563045,0.4405624,0.0027098309,0.0006143107,0.00244866,0.4146991,0.009535847,0.06459935,0.023651099,0.00011844652,0.0020071464],"about_ca_topic_score_codex":0.018101268,"about_ca_topic_score_gemma":0.0025384035,"teacher_disagreement_score":0.4100518,"about_ca_system_score_codex":0.0004401429,"about_ca_system_score_gemma":0.0010635407,"threshold_uncertainty_score":0.9884373},"labels":[],"label_agreement":null},{"id":"W4392244592","doi":"10.1136/bmjophth-2023-001323","title":"Research productivity and gender of research award recipients in international ophthalmology societies","year":2024,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Eye Institute; Research to Prevent Blindness","keywords":"Productivity; Ophthalmology; Optometry; Medicine; Political science; Medical education; Economic growth; Economics","score_opus":0.8837543029489549,"score_gpt":0.7297434568297326,"score_spread":0.15401084611922222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392244592","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":[0.89472014,0.001222975,0.000016287584,0.005950356,0.0019712395,0.0015656024,0.000040529536,0.000008984217,0.09450391],"genre_scores_gemma":[0.97744364,0.00009657655,0.0006915326,0.000009788207,0.00017856796,0.00028732966,0.000006654991,0.00002170352,0.021264207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97902966,0.005240612,0.0013161756,0.002147751,0.0108502135,0.0014156097],"domain_scores_gemma":[0.97593415,0.01681626,0.00014362899,0.0012106515,0.0056035887,0.00029169422],"candidate_categories":["metaresearch","bibliometrics","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaresearch","bibliometrics","open_science"],"category_scores_codex":[0.17873117,0.00018097705,0.0006084175,0.05595885,0.0002992184,0.0023221874,0.0057753907,0.00036082562,0.0023984013],"category_scores_gemma":[0.0604835,0.00013926633,0.0001003479,0.0967475,0.002081795,0.0010600252,0.009856023,0.0015248306,0.00037296783],"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":[0.00052989495,0.0007877298,0.89018744,0.00013163041,0.000103748476,0.0036623667,0.002009883,0.000037655314,0.0020647927,0.014166776,0.0631088,0.023209298],"study_design_scores_gemma":[0.0005699042,0.0007080456,0.72367924,0.00007017539,0.0000024674464,0.003959198,0.0025183444,0.0016028598,0.0007088621,0.2586283,0.0073195994,0.00023299221],"about_ca_topic_score_codex":0.0008369226,"about_ca_topic_score_gemma":0.000010959121,"teacher_disagreement_score":0.24446152,"about_ca_system_score_codex":0.00033967412,"about_ca_system_score_gemma":0.0010533239,"threshold_uncertainty_score":0.99960387},"labels":[],"label_agreement":null},{"id":"W4396811697","doi":"10.1136/bmjophth-2023-001613","title":"Risk communication in cataract surgery","year":2024,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trillium Health Centre; University of Toronto; Prism Eye Institute","funders":"","keywords":"Cataract surgery; Medicine; Optometry; Ophthalmology","score_opus":0.4470936178888452,"score_gpt":0.5550353591973891,"score_spread":0.10794174130854389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396811697","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":[0.8732349,0.01031076,0.000011955474,0.019351196,0.002363993,0.0075339046,0.00012333156,0.00019458155,0.08687537],"genre_scores_gemma":[0.9914256,0.00041057292,0.0010621808,0.00060063566,0.0000860587,0.0040246006,0.0003104152,0.000047051974,0.00203292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9911285,0.0064984383,0.0012258353,0.00042610217,0.0001680962,0.0005530469],"domain_scores_gemma":[0.988969,0.008234268,0.00038942017,0.0021284341,0.00015889957,0.000119971206],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002786769,0.00017634762,0.0004890689,0.0003420551,0.0006499295,0.000043633358,0.0014448809,0.0003503892,0.0018006263],"category_scores_gemma":[0.0019131859,0.00017201877,0.00007320177,0.0006109693,0.0001134311,0.00046830814,0.0016250305,0.0016079558,0.0023231334],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016390577,0.00010354187,0.95351475,0.0005411103,0.000032672164,0.00018184904,0.008755584,0.000014610412,0.0000084168705,0.0052323923,0.027485467,0.003965692],"study_design_scores_gemma":[0.00075343443,0.00010592123,0.8952824,0.0024706637,0.000026845755,0.00042135658,0.011126915,0.0017443259,0.000010009457,0.018280532,0.069228284,0.0005493205],"about_ca_topic_score_codex":0.024721509,"about_ca_topic_score_gemma":0.0010671301,"teacher_disagreement_score":0.11819066,"about_ca_system_score_codex":0.00037955047,"about_ca_system_score_gemma":0.0013946517,"threshold_uncertainty_score":0.9991119},"labels":[],"label_agreement":null},{"id":"W4403244490","doi":"10.1136/bmjophth-2024-001790","title":"Control of myopia using diffusion optics spectacle lenses: 4-year results of a multicentre randomised controlled, efficacy and safety study (CYPRESS)","year":2024,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":38,"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":"Cypress; Optometry; Medicine; Ophthalmology; Diffusion; Optics; Physics; Botany; Biology","score_opus":0.06462425301132556,"score_gpt":0.42327298979267347,"score_spread":0.3586487367813479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403244490","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":[0.982734,0.0006204453,0.000042412157,0.0003268528,0.0003715938,0.013034249,0.00007302947,0.00002508474,0.0027722823],"genre_scores_gemma":[0.9983936,0.000045721474,0.00051144,0.000028271474,0.00010216889,0.00012508324,0.000012647895,0.000034824814,0.00074627274],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9968705,0.00065190654,0.0012778755,0.0005691543,0.00026508866,0.0003654741],"domain_scores_gemma":[0.99662703,0.002144733,0.0004030974,0.00047691108,0.0002223479,0.00012585819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015530685,0.000318336,0.0019965747,0.00020481701,0.00013838941,0.000028419287,0.00023242114,0.000201422,0.0001807439],"category_scores_gemma":[0.0017161035,0.0002375259,0.00017941023,0.00021850548,0.00038905474,0.00012303652,0.00045511674,0.0002659199,0.000008366753],"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":[0.7367532,0.008608994,0.22696437,0.0011377205,0.004212382,0.0025943473,0.005006311,0.00013631946,0.013684831,0.0004347361,0.00013985705,0.00032687534],"study_design_scores_gemma":[0.64944834,0.019337313,0.3098322,0.0011970281,0.002617643,0.0029587054,0.0045645693,0.009081518,0.00046707367,0.00007838091,0.000029114839,0.0003881388],"about_ca_topic_score_codex":0.00027801964,"about_ca_topic_score_gemma":0.0000024259023,"teacher_disagreement_score":0.087304935,"about_ca_system_score_codex":0.000041171374,"about_ca_system_score_gemma":0.00016674567,"threshold_uncertainty_score":0.96860254},"labels":[],"label_agreement":null},{"id":"W4406486248","doi":"10.1136/bmjophth-2024-001967","title":"Switching to faricimab from the current anti-VEGF therapy: evidence-based expert recommendations","year":2025,"lang":"en","type":"review","venue":"BMJ Open Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Ottawa; University of Toronto","funders":"Novo Nordisk; Apellis Pharmaceuticals; Regeneron Pharmaceuticals; Alimera Sciences; Bausch Health; Astellas Pharma; F. Hoffmann-La Roche; Biogen","keywords":"Macular degeneration; Medicine; Ophthalmology; Ranibizumab; Visual acuity; Retina; Retinal; Vascular endothelial growth factor; Vitrectomy; VEGF receptors; Bevacizumab; Surgery; Internal medicine; Neuroscience; Chemotherapy; Psychology","score_opus":0.373294687787905,"score_gpt":0.5592249945097021,"score_spread":0.1859303067217971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406486248","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":[0.00018785209,0.97900057,0.000048805683,0.0064713405,0.0010915666,0.010850302,0.00021950062,0.000029299568,0.0021007487],"genre_scores_gemma":[0.0005303429,0.9906826,0.00054496696,0.0015909706,0.00023795146,0.004751299,0.000985756,0.00005798499,0.0006181427],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966897,0.0008929572,0.00084839616,0.0008876035,0.00027083387,0.00041050845],"domain_scores_gemma":[0.9959607,0.0019206988,0.0004185638,0.0014084473,0.00012406307,0.00016749652],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000423335,0.00057728315,0.0021950682,0.00017596659,0.00027594122,0.00017398689,0.0011694826,0.00020134974,0.0013693304],"category_scores_gemma":[0.00059794536,0.00033214554,0.00068190566,0.00052867987,0.00004130028,0.00010756547,0.00063302316,0.0005043819,0.00035600874],"study_design_candidate":"design_other","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":[0.00018965302,0.0005282164,0.00064892165,0.0013258727,0.00040305188,0.00038850255,0.00005240257,3.1272035e-7,3.359265e-7,0.000027000284,0.006894919,0.9895408],"study_design_scores_gemma":[0.0007945789,0.00038490587,0.0026753438,0.06908433,0.001042186,0.0002786591,0.000029004455,0.000004084292,6.7222396e-7,0.00007480838,0.9253018,0.00032961872],"about_ca_topic_score_codex":0.0012027981,"about_ca_topic_score_gemma":0.000002459065,"teacher_disagreement_score":0.9892112,"about_ca_system_score_codex":0.00023093847,"about_ca_system_score_gemma":0.0019912242,"threshold_uncertainty_score":0.99991304},"labels":[],"label_agreement":null},{"id":"W4407207573","doi":"10.1136/bmjophth-2024-001696","title":"Effectiveness and safety of the XEN45 gel stent compared to trabeculectomy in primary open-angle glaucoma: the Gold-Standard Pathway Study","year":2025,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Prism Eye Institute; University of Toronto","funders":"University of Colorado School of Medicine, Anschutz Medical Campus; Allergan; University of Pittsburgh","keywords":"Trabeculectomy; Medicine; Intraocular pressure; Glaucoma; Clinical endpoint; Visual acuity; Stent; Ophthalmology; Open angle glaucoma; Surgery; Glaucoma medication; Randomized controlled trial","score_opus":0.02552068886602701,"score_gpt":0.3521077087218302,"score_spread":0.32658701985580324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407207573","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":[0.95126545,0.00026813982,0.0000100634925,0.0026091225,0.00023645947,0.016024807,0.00002402701,0.000006823594,0.029555129],"genre_scores_gemma":[0.9974178,0.000003991301,0.000077363096,0.00035606188,0.000009519786,0.00085747556,0.000008063055,0.000017322642,0.0012523808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972741,0.0012096646,0.0005186176,0.00045737717,0.00023388524,0.00030635265],"domain_scores_gemma":[0.99848545,0.0004567099,0.0001323407,0.0007356181,0.00011734407,0.000072514624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017685548,0.00022141433,0.00091293216,0.00009960222,0.00015859152,0.000050130053,0.0010730212,0.00009836193,0.000052949687],"category_scores_gemma":[0.0002080534,0.00012302765,0.00008535696,0.0006125303,0.0002179952,0.00006284095,0.0018591653,0.0002838668,0.000004199765],"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":[0.010063755,0.0012139521,0.9830832,0.00026432856,0.00020235199,0.0003130599,0.000972749,0.000004424322,0.0015595986,0.0006167925,0.00047757739,0.0012281956],"study_design_scores_gemma":[0.008750942,0.0014461903,0.984592,0.0004617198,0.00009888511,0.00052101555,0.0023662506,0.000012053207,0.00047332697,0.00039329252,0.00074411934,0.00014020212],"about_ca_topic_score_codex":0.0014007349,"about_ca_topic_score_gemma":0.00025267014,"teacher_disagreement_score":0.046152394,"about_ca_system_score_codex":0.00014348037,"about_ca_system_score_gemma":0.00045449278,"threshold_uncertainty_score":0.50169224},"labels":[],"label_agreement":null},{"id":"W4412378740","doi":"10.1136/bmjophth-2025-002279","title":"Willingness-to-pay and parametric trends in cost-effectiveness and cost-utility studies in ophthalmology","year":2025,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"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; University of Ottawa","funders":"","keywords":"Willingness to pay; Medicine; Psychological intervention; Health economics; Public health; Health care; Discounting; Economic evaluation; Family medicine; Optometry; Environmental health; Business; Political science; Nursing; Pathology; Economics","score_opus":0.6322378483727327,"score_gpt":0.593798732317703,"score_spread":0.0384391160550297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412378740","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":[0.97216594,0.0031292255,0.0001178176,0.00952828,0.0008438659,0.005212737,0.00010454511,0.000013452007,0.008884114],"genre_scores_gemma":[0.99369913,0.00009096672,0.00079349335,0.0013151849,0.000042234235,0.0031720533,0.000018456578,0.000023294318,0.0008451743],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928481,0.001990369,0.0031585696,0.001285073,0.00005763292,0.000660234],"domain_scores_gemma":[0.9933218,0.005023196,0.00079274515,0.0006179527,0.00007908485,0.0001652508],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.027002221,0.00032068268,0.0023024518,0.0017830814,0.00016330255,0.00009015537,0.0005160731,0.0003385279,0.00023775535],"category_scores_gemma":[0.008891242,0.00036084044,0.00005511529,0.0015058268,0.0003488221,0.0004003121,0.0007372826,0.00035771076,0.00009262186],"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":[0.00023641899,0.00018509151,0.9821274,0.00044289706,0.000076494594,0.00013379233,0.0007598961,0.000190128,8.0395733e-7,0.013195327,0.0006891162,0.0019626173],"study_design_scores_gemma":[0.0023335267,0.00020719961,0.96369356,0.00019152391,0.0000065617255,0.0005382988,0.000927185,0.0012197228,0.0000029791518,0.02895272,0.0015748716,0.00035186022],"about_ca_topic_score_codex":0.0040115407,"about_ca_topic_score_gemma":0.0002925579,"teacher_disagreement_score":0.02153318,"about_ca_system_score_codex":0.0005994551,"about_ca_system_score_gemma":0.0001622238,"threshold_uncertainty_score":0.99988437},"labels":[],"label_agreement":null},{"id":"W4415778201","doi":"10.1136/bmjophth-2025-002509","title":"Comparative outcomes of aflibercept biosimilars and reference aflibercept in nAMD: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"BMJ Open Ophthalmology","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","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 Toronto; Brampton Civic Hospital; Dalhousie University","funders":"","keywords":"Aflibercept; Biosimilar; MEDLINE; Clinical trial; Clinical Practice","score_opus":0.31802348585291046,"score_gpt":0.5154239258367296,"score_spread":0.19740043998381912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415778201","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":[0.0000069853404,0.98609674,0.0000047801814,0.0004941952,0.00006513474,0.0089066615,0.00062532176,0.000010822467,0.00378938],"genre_scores_gemma":[0.00012019556,0.98530036,0.000965859,0.0007156693,0.0000019150584,0.0019264985,0.00014823121,0.000022477105,0.010798773],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9894488,0.0060919104,0.002710915,0.0011812637,0.00007909584,0.00048803334],"domain_scores_gemma":[0.9939825,0.003095474,0.0015123028,0.0012024662,0.0001424662,0.00006480138],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029248241,0.0009006433,0.025532905,0.0007638805,0.000090594585,0.000042905063,0.0012370506,0.0012027681,0.00257722],"category_scores_gemma":[0.00068973476,0.0005477537,0.0015023762,0.0014084696,0.0007562948,0.00009512366,0.0015128484,0.00080896355,0.000028504423],"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":[0.00003151072,0.00026431354,0.00008226167,0.7714774,0.22543614,0.00008419332,0.00011124511,7.99805e-8,0.0000015027593,0.0005866118,0.000883953,0.001040791],"study_design_scores_gemma":[0.00037957652,0.00024655025,0.00024177798,0.02916056,0.955212,0.001064512,0.000086004235,4.212099e-7,0.0000031130269,0.00016326089,0.01265273,0.0007894752],"about_ca_topic_score_codex":0.00016066241,"about_ca_topic_score_gemma":0.000067238885,"teacher_disagreement_score":0.74231684,"about_ca_system_score_codex":0.000045992743,"about_ca_system_score_gemma":0.0002287432,"threshold_uncertainty_score":0.9996974},"labels":[],"label_agreement":null}]}