{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":19,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":19,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"a7aa4bff4f8f","filters":{"venue":"AJO International"}},"results":[{"id":"W4401406887","doi":"10.1016/j.ajoint.2024.100062","title":"Artificial intelligence, adversarial attacks, and ocular warfare","year":2024,"lang":"en","type":"article","venue":"AJO International","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Adversarial system; Computer security; Transformative learning; Blindness; Computer science; Internet privacy; Artificial intelligence; Psychology; Political science; Business; Medicine; Developmental psychology","authors":[{"name":"Michael Balas","is_ca":true},{"name":"David T. Wong","is_ca":true},{"name":"Steve A. Arshinoff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02719850391418222,"gpt":0.3239225413624728,"spread":0.2967240374482906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003830016,0.0005285607,0.0002784172,0.001074745,0.001681334,0.004100034,0.0008591777,0.002608032,0.003224029],"category_scores_gemma":[0.02015609,0.0002440406,0.0006025152,0.0005382285,0.008280623,0.004127766,0.003565317,0.002214774,0.0002722462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002419864,"about_ca_system_score_gemma":0.001828167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004530141,"about_ca_topic_score_gemma":0.003957053,"domain_scores_codex":[0.9947774,0.003459666,0.000154777,0.0003137664,0.0008903376,0.0004040206],"domain_scores_gemma":[0.9755667,0.01896318,0.00263183,0.001560537,0.0008338485,0.0004440229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003641315,0.0003103081,0.02423051,0.0003599545,0.0001388311,0.003085828,0.01075022,0.1762902,0.005732093,0.7046462,0.006010346,0.06808146],"study_design_scores_gemma":[0.00005795214,0.0004952947,0.007000484,0.000343042,0.00008812013,0.001713887,0.008093685,0.3099822,0.007867317,0.6180794,0.04610703,0.000171765],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5426627,0.002757112,0.2045332,0.04328883,0.0005360218,0.0003375798,0.0002556918,0.0005291213,0.2050997],"genre_scores_gemma":[0.9827046,0.0004186054,0.0109229,0.001300241,0.00005465215,0.00006565479,0.00003482054,0.0000247145,0.004473691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004530141,"threshold_uncertainty_score":0.02025533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399754920","doi":"10.1016/j.ajoint.2024.100043","title":"Hidden in plain sight: AI-driven steganography and watermarking for secure transmission of ophthalmic data","year":2024,"lang":"en","type":"article","venue":"AJO International","topic":"Advanced Steganography and Watermarking Techniques","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Digital watermarking; Steganography; Sight; Transmission (telecommunications); Computer science; Artificial intelligence; Computer security; Computer vision; Embedding; Telecommunications; Optics; Image (mathematics); Physics","authors":[{"name":"Michael Balas","is_ca":true},{"name":"Christopher J. Rudnisky","is_ca":true},{"name":"Edsel Ing","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02382149994990437,"gpt":0.3051555085599238,"spread":0.2813340086100194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001576436,0.0003398379,0.0002032257,0.0009571025,0.0005245046,0.001683381,0.0005286172,0.001129485,0.001771278],"category_scores_gemma":[0.003320717,0.0001721912,0.000439779,0.0006040458,0.001622805,0.002414012,0.001256146,0.0009024616,0.0004904072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007896887,"about_ca_system_score_gemma":0.0009124594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000655801,"about_ca_topic_score_gemma":0.0008406466,"domain_scores_codex":[0.9989397,0.0003645987,0.00005461363,0.00009475771,0.000456676,0.00008956878],"domain_scores_gemma":[0.9982792,0.0009204571,0.0002623214,0.0002147254,0.0002891455,0.00003414729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003310545,0.0002447458,0.003935662,0.001094351,0.0001005439,0.001628237,0.003607177,0.04584987,0.1693424,0.4156249,0.002484367,0.3557567],"study_design_scores_gemma":[0.00006391922,0.0006810353,0.004675019,0.0006704023,0.0001193659,0.00366978,0.002410708,0.4861254,0.2662788,0.1547123,0.08041662,0.000176603],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09255838,0.001994597,0.855646,0.00252418,0.0001566286,0.0003918396,0.0000853465,0.0004752824,0.04616779],"genre_scores_gemma":[0.754702,0.001456459,0.2330042,0.0003367495,0.00006046269,0.0001523482,0.00007211999,0.00005773117,0.01015787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001771278,"threshold_uncertainty_score":0.00833708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402467160","doi":"10.1016/j.ajoint.2024.100067","title":"Ophthalmologic care for Indigenous Canadians","year":2024,"lang":"en","type":"article","venue":"AJO International","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; University of Alberta; University of Calgary; University of British Columbia","funders":"","keywords":"Indigenous; Optometry; Medicine; Political science; Biology","authors":[{"name":"Mostafa Bondok","is_ca":true},{"name":"Brendan Tao","is_ca":true},{"name":"Christopher Hanson","is_ca":true},{"name":"Gurkaran S. Sarohia","is_ca":true},{"name":"Edsel Ing","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1071606840513508,"gpt":0.5154543664123408,"spread":0.40829368236099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002501197,0.0003710049,0.0007824599,0.003296727,0.003060683,0.002728738,0.001138558,0.0009384369,0.01066348],"category_scores_gemma":[0.01271185,0.0001743931,0.0008412472,0.007095858,0.001356454,0.0009055427,0.001277484,0.001020144,0.0003526951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01840602,"about_ca_system_score_gemma":0.06881703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.897232,"about_ca_topic_score_gemma":0.9238287,"domain_scores_codex":[0.9979404,0.0004380226,0.0001923921,0.0001559329,0.0008696717,0.00040369],"domain_scores_gemma":[0.993672,0.00171218,0.0007423095,0.0001171392,0.003174074,0.000582173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001788695,0.00009486831,0.02263028,0.1332214,0.0008791704,0.0008443352,0.008217497,0.0003206001,0.0004120471,0.01608168,0.1635087,0.6536105],"study_design_scores_gemma":[0.0001406569,0.000105275,0.08522024,0.1969227,0.001571636,0.00164372,0.01668505,0.0001612687,0.0001667802,0.003945095,0.693332,0.0001056027],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01299385,0.8985258,0.000295087,0.02635547,0.001489491,0.0002078982,0.002664227,0.00004331763,0.05742493],"genre_scores_gemma":[0.2000025,0.7823033,0.002073634,0.009012653,0.0009247232,0.0002062142,0.001295362,0.00002129929,0.004160318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.102768,"threshold_uncertainty_score":0.2067464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399025646","doi":"10.1016/j.ajoint.2024.100034","title":"The association between endophthalmitis risk following a variety of intra-ocular procedures and defensin gene profile","year":2024,"lang":"en","type":"article","venue":"AJO International","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; University of British Columbia; Toronto Western Hospital","funders":"Bayer Canada; University of Toronto; Sight Research UK; University of Manitoba; Bayer","keywords":"Endophthalmitis; Defensin; Medicine; Association (psychology); Gene; Ophthalmology; Biology; Genetics; Psychology","authors":[{"name":"Jonathan C. Park","is_ca":false},{"name":"Angela Zhang","is_ca":true},{"name":"Stefan DeGeus","is_ca":false},{"name":"Michael Hogden","is_ca":false},{"name":"A Churchill","is_ca":false},{"name":"Niels Crama","is_ca":false},{"name":"Anneke Den Hollander","is_ca":false},{"name":"Wai-Ching Lam","is_ca":true},{"name":"Peter J. Kertes","is_ca":true},{"name":"Robert G. Devenyi","is_ca":true},{"name":"Peng Yan","is_ca":true},{"name":"Efrem D. Mandelcorn","is_ca":true},{"name":"Tina Felfeli","is_ca":true},{"name":"David Steel","is_ca":false},{"name":"Richard P. Haynes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006312737663614156,"gpt":0.2672595163743043,"spread":0.2609467787106901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003454753,0.0001686698,0.0002025226,0.0006254641,0.0002325371,0.0004532957,0.0001947849,0.0003684837,0.002427718],"category_scores_gemma":[0.001516095,0.0001744041,0.0002975854,0.0005680916,0.0002275158,0.0001738373,0.0003057973,0.000339052,0.0002007846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001449302,"about_ca_system_score_gemma":0.0001617489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003478465,"about_ca_topic_score_gemma":0.003991163,"domain_scores_codex":[0.9996854,0.00005852399,0.00003845601,0.00009180365,0.00007162533,0.00005420064],"domain_scores_gemma":[0.9988832,0.0002448521,0.0005029182,0.0001151658,0.00008209037,0.0001718032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001217365,0.0000149049,0.9982395,0.000005450105,0.00003987692,0.00007876588,0.00004167909,0.000008858711,0.0006082476,0.000009322382,0.00003038442,0.0008013635],"study_design_scores_gemma":[0.000002676596,0.00005830641,0.9994531,0.000002264645,0.00002507897,0.0002669237,0.00004107258,0.00002872912,0.00005993976,0.000009758068,0.00005099339,0.000001136418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995932,0.000148449,0.00004199284,0.00001024701,0.00000180745,0.000002237235,0.00006718736,9.386752e-7,0.0001340746],"genre_scores_gemma":[0.9996035,0.00007839125,0.00003775909,0.000009315101,0.000003494536,0.000002831157,0.0001051721,8.729834e-7,0.0001588875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003478465,"threshold_uncertainty_score":0.00812155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409480201","doi":"10.1016/j.ajoint.2025.100125","title":"Sociodemographic disparities in eye examinations: A nationally representative survey analysis","year":2025,"lang":"en","type":"article","venue":"AJO International","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; McMaster University; University of Toronto","funders":"","keywords":"Psychology; Optometry; Medicine","authors":[{"name":"Ryan S. Huang","is_ca":true},{"name":"Andrew Mihalache","is_ca":true},{"name":"Marko M. Popovic","is_ca":true},{"name":"Nikhil S. Patil","is_ca":true},{"name":"Peter J. Kertes","is_ca":true},{"name":"Rajeev H. Muni","is_ca":true},{"name":"Radha P. Kohly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1177432011316794,"gpt":0.5452095448924276,"spread":0.4274663437607482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002203721,0.0002113886,0.0003921246,0.001077352,0.0003147826,0.0003855728,0.000403481,0.0004815542,0.0006802973],"category_scores_gemma":[0.003756456,0.0003364626,0.0007106873,0.002141165,0.0001109534,0.0004049831,0.0006471953,0.0005362853,0.0001889505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003738941,"about_ca_system_score_gemma":0.0005969486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02706377,"about_ca_topic_score_gemma":0.04183591,"domain_scores_codex":[0.9985873,0.0005741958,0.0001989806,0.0002477448,0.0002434495,0.0001483224],"domain_scores_gemma":[0.9985232,0.0002382438,0.0006497243,0.0001704832,0.0002792016,0.000139141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002791392,0.00004768835,0.9981492,0.00002151747,0.0001853114,0.00002017885,0.00005904516,0.00004529101,0.00006623859,0.0000196066,0.0004050667,0.0009530351],"study_design_scores_gemma":[0.000006328765,0.00003920828,0.9990537,0.00001014557,0.00006344093,0.00005020745,0.0001186968,0.0003001773,0.00001950436,0.00001342274,0.0003221618,0.000002950751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932855,0.0003405167,0.0005253059,0.0001230287,0.00001212589,0.00006744571,0.005275983,0.000008338284,0.0003617455],"genre_scores_gemma":[0.9939688,0.0001828143,0.00079014,0.0001261726,0.0000142677,0.0001139058,0.004647887,0.000004575993,0.0001514797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02706377,"threshold_uncertainty_score":0.0538125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7115694199","doi":"10.1016/j.ajoint.2025.100213","title":"“Indocyanine green enhanced TTT Vs TTT for treatment of thicker tumors in Retinoblastoma- a randomised control trial”","year":2025,"lang":"en","type":"article","venue":"AJO International","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Council of University Libraries","funders":"","keywords":"Retinoblastoma; Sample size determination; Statistical significance; Randomized controlled trial; Statistical analysis; Reduction (mathematics); Significant difference","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01180549629299877,"gpt":0.3197173705055834,"spread":0.3079118742125846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003511575,0.001439014,0.003898137,0.0006252481,0.000472657,0.001058247,0.0009866952,0.002593132,0.007443143],"category_scores_gemma":[0.004377591,0.0005638102,0.003351183,0.0006676465,0.001377203,0.0009970483,0.000462823,0.002474814,0.0007448288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008151733,"about_ca_system_score_gemma":0.001411713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167418,"about_ca_topic_score_gemma":0.001686985,"domain_scores_codex":[0.9974195,0.001725024,0.0002203393,0.0002745276,0.000151879,0.0002087766],"domain_scores_gemma":[0.9979959,0.0008703083,0.0005059441,0.0001789561,0.0001206046,0.0003282882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9901196,0.002159565,0.0001156043,0.0007945703,0.0006347938,0.00001671461,0.00001453462,0.00008477546,0.0006313865,0.00007036985,0.0001758595,0.005182245],"study_design_scores_gemma":[0.9568772,0.04139556,0.0004427095,0.00004639912,0.0005538925,0.0000119662,0.000009087483,0.0001448206,0.000169553,0.00007813617,0.0002630159,0.00000763194],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614093,0.01404601,0.001588219,0.001215183,0.002886758,0.0153111,0.0009583064,0.0001515995,0.002433508],"genre_scores_gemma":[0.9638162,0.00520481,0.003752848,0.001307913,0.001578338,0.01980665,0.0006710152,0.00003140005,0.003830806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007443143,"threshold_uncertainty_score":0.02489972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411632154","doi":"10.1016/j.ajoint.2025.100152","title":"A real-world pharmacovigilance analysis of the risk of retinal artery occlusion from medication use","year":2025,"lang":"en","type":"article","venue":"AJO International","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Pharmacovigilance; Retinal Artery Occlusion; Medicine; Branch retinal artery occlusion; Occlusion; Retinal; Internal medicine; Ophthalmology; Pharmacology; Drug; Fluorescein angiography","authors":[{"name":"Andrew Mihalache","is_ca":true},{"name":"Ryan S. Huang","is_ca":true},{"name":"Marko M. Popovic","is_ca":true},{"name":"Kirill Zaslavsky","is_ca":true},{"name":"David Sarraf","is_ca":false},{"name":"SriniVas R. Sadda","is_ca":false},{"name":"Rajeev H. Muni","is_ca":true},{"name":"Edward Margolin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01269734791646647,"gpt":0.3214577933293446,"spread":0.3087604454128781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006502695,0.0004783041,0.0006847251,0.004129805,0.0003201633,0.001502457,0.0006754565,0.0008237734,0.001077756],"category_scores_gemma":[0.02223312,0.0004047073,0.001255609,0.003417916,0.0004929836,0.001113134,0.0009764103,0.0005310661,0.0002281522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008380022,"about_ca_system_score_gemma":0.0005579463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00270065,"about_ca_topic_score_gemma":0.001317553,"domain_scores_codex":[0.9896129,0.004986361,0.001471503,0.002062149,0.001503891,0.0003632836],"domain_scores_gemma":[0.9675795,0.01001644,0.01880977,0.00192866,0.001021065,0.0006444937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006728682,0.00003563837,0.995091,0.00006629005,0.0004297802,0.0001176241,0.00004815737,0.0002919454,0.0002222028,0.00003777259,0.0001127461,0.002874092],"study_design_scores_gemma":[0.00004433155,0.0004272034,0.9946438,0.0000187613,0.0003582966,0.0009104147,0.0000866839,0.002807092,0.0002584664,0.00008853886,0.0003425514,0.00001376962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99475,0.001428571,0.001196389,0.0001412199,0.000008281296,0.00006031362,0.001921139,0.00002913677,0.0004649819],"genre_scores_gemma":[0.9980541,0.0001837352,0.0006623311,0.00004953672,0.00002449426,0.00002376267,0.0009585454,0.000004417808,0.00003918871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006502695,"threshold_uncertainty_score":0.03438991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395080513","doi":"10.1016/j.ajoint.2024.100018","title":"The involvement of clinicians in the most highly cited publications on artificial intelligence in ophthalmology indexed journals","year":2024,"lang":"en","type":"article","venue":"AJO International","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital Maisonneuve-Rosemont; Université de Montréal; Université Laval; Hôpital du Saint-Sacrement; McGill University Health Centre; University of Toronto","funders":"","keywords":"Ophthalmology; Psychology; Optometry; Medicine; History","authors":[{"name":"Anne Xuan-Lan Nguyen","is_ca":true},{"name":"Maxine Joly-Chevrier","is_ca":true},{"name":"Mélanie Hébert","is_ca":true},{"name":"Gilbert Jabbour","is_ca":true},{"name":"Aaron Lee","is_ca":false},{"name":"Renaud Duval","is_ca":true},{"name":"Isabelle Hardy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3098132837151794,"gpt":0.5050765531001035,"spread":0.1952632693849241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.008466601,0.0004114186,0.0007196427,0.01919445,0.001027171,0.005658671,0.0007099437,0.001161118,0.00902395],"category_scores_gemma":[0.08142163,0.0003311003,0.0005684147,0.03091839,0.0006942952,0.002751675,0.002562907,0.0007337074,0.002705416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009400088,"about_ca_system_score_gemma":0.002270307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319836,"about_ca_topic_score_gemma":0.003319874,"domain_scores_codex":[0.9811726,0.006148517,0.004330257,0.001784881,0.0054772,0.001086475],"domain_scores_gemma":[0.8444309,0.08171014,0.04485944,0.004011511,0.01786404,0.007124019],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005387892,0.0001456474,0.7928793,0.003280881,0.0004952372,0.001223754,0.004934568,0.0001107353,0.002724357,0.00149747,0.01423755,0.1779319],"study_design_scores_gemma":[0.0001431201,0.00025111,0.8778694,0.004868447,0.001068079,0.009682857,0.01490457,0.0005718053,0.002729894,0.00320833,0.08459689,0.0001054929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8151531,0.1141141,0.002260231,0.01399253,0.0009613601,0.0001684069,0.008213195,0.0001909999,0.04494607],"genre_scores_gemma":[0.9522296,0.03439374,0.002625373,0.001668228,0.00121231,0.0001062431,0.002614175,0.00008132695,0.005068986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9915334,"threshold_uncertainty_score":0.0447762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415629323","doi":"10.1016/j.ajoint.2025.100192","title":"Geospatial analysis of accessibility to oculofacial plastic surgery in the United States: Driving distance and sociodemographic disparities","year":2025,"lang":"en","type":"article","venue":"AJO International","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; University of Alberta; McGill University Health Centre; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Poverty; Geospatial analysis; Population; Health care; Health equity; Service (business); Extreme poverty; Distribution (mathematics)","authors":[{"name":"Anne Xuan-Lan Nguyen","is_ca":true},{"name":"Daniel R. Chow","is_ca":true},{"name":"Mélanie Hébert","is_ca":true},{"name":"Edsel Ing","is_ca":true},{"name":"Georges Nassrallah","is_ca":true},{"name":"Navdeep Nijhawan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01557680946636554,"gpt":0.3206677359459883,"spread":0.3050909264796228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000561039,0.0001746887,0.0001587986,0.00230066,0.000356516,0.0004487359,0.000300939,0.0001873323,0.001906639],"category_scores_gemma":[0.002562123,0.0001264956,0.000536949,0.004544826,0.0001942971,0.0003559077,0.0007643644,0.0002455768,0.0001515642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005679436,"about_ca_system_score_gemma":0.0009060281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1209144,"about_ca_topic_score_gemma":0.1382612,"domain_scores_codex":[0.9994549,0.0001395711,0.00007307482,0.00009968484,0.000150869,0.0000820014],"domain_scores_gemma":[0.9987314,0.0002710714,0.0004848157,0.0001238719,0.0002742652,0.0001145464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002092376,0.00002859372,0.9946688,0.00002390125,0.00007917124,0.00002850453,0.0001554113,0.000474464,0.00009436653,0.0002452371,0.0006884505,0.003492177],"study_design_scores_gemma":[0.000002744229,0.00001825616,0.9962525,0.00002231476,0.0000378541,0.0000541211,0.0006974094,0.001886788,0.00005988889,0.00017647,0.000786978,0.000004746037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901462,0.0002032057,0.0005229235,0.0001957763,0.000006046419,0.00002591117,0.007200251,0.00001581675,0.001683841],"genre_scores_gemma":[0.9972414,0.00008059125,0.0003736603,0.00001802378,0.00000436377,0.00002325546,0.002137128,0.000003224852,0.0001184077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1209144,"threshold_uncertainty_score":0.2404212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411644255","doi":"10.1016/j.ajoint.2025.100153","title":"Consistency of conflict of interest disclosures across two major ophthalmology conferences","year":2025,"lang":"en","type":"article","venue":"AJO International","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Grand River Hospital; St Mary's Hospital Centre; McMaster University","funders":"","keywords":"Consistency (knowledge bases); Conflict of interest; Optometry; Psychology; Ophthalmology; Political science; Medicine; Computer science; Law; Artificial intelligence","authors":[{"name":"Justin Grad","is_ca":true},{"name":"Amin Hatamnejad","is_ca":true},{"name":"Akashdeep Grewal","is_ca":true},{"name":"Chryssa McAlister","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6208061198669124,"gpt":0.6244006072605878,"spread":0.003594487393675405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01956042,0.0003627106,0.0004740375,0.006533023,0.0008901639,0.001872464,0.001429112,0.0007177435,0.002104568],"category_scores_gemma":[0.1098888,0.0003577034,0.0005571443,0.004598091,0.0006273244,0.001818943,0.002558846,0.001053868,0.0004155621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001461433,"about_ca_system_score_gemma":0.001764735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002347305,"about_ca_topic_score_gemma":0.003137656,"domain_scores_codex":[0.9697968,0.01066202,0.007496986,0.003087952,0.00730391,0.001652285],"domain_scores_gemma":[0.7205857,0.05765031,0.1884578,0.006011107,0.02067874,0.00661632],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009767254,0.00002971671,0.9873176,0.0001625089,0.00009196265,0.0001319841,0.0007183442,0.00007917643,0.0001633542,0.00008128308,0.0013831,0.009743317],"study_design_scores_gemma":[0.00001052144,0.0001240933,0.9913206,0.0002459961,0.00005015404,0.001141096,0.003084017,0.0004459551,0.0004051741,0.0001210451,0.003017999,0.00003353183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858139,0.003983426,0.001536536,0.001453717,0.0001770136,0.000202604,0.003060658,0.0000529301,0.003719266],"genre_scores_gemma":[0.9946352,0.0008542031,0.001706909,0.0002183876,0.0001734482,0.0001396819,0.001838506,0.0000124486,0.0004211114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9992822,"threshold_uncertainty_score":0.1034466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412054466","doi":"10.1016/j.ajoint.2025.100154","title":"Fundus photograph interpretation of common retinal disorders by artificial intelligence chatbots","year":2025,"lang":"en","type":"article","venue":"AJO International","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Interpretation (philosophy); Fundus (uterus); Retinal; Optometry; Artificial intelligence; Computer science; Ophthalmology; Medicine","authors":[{"name":"Andrew Mihalache","is_ca":true},{"name":"Ryan S. Huang","is_ca":false},{"name":"Marko M. Popovic","is_ca":true},{"name":"Peng Yan","is_ca":true},{"name":"Rajeev H. Muni","is_ca":true},{"name":"David T. Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009699536057673371,"gpt":0.3191033846953664,"spread":0.309403848637693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007305987,0.0006113957,0.0004847421,0.001618679,0.0004015915,0.0008991375,0.0006935251,0.0007350995,0.002796888],"category_scores_gemma":[0.02525985,0.000398962,0.0005262488,0.0004801249,0.0004587692,0.000759415,0.001011269,0.0003843727,0.0007451763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008554466,"about_ca_system_score_gemma":0.0004490324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002179078,"about_ca_topic_score_gemma":0.003089908,"domain_scores_codex":[0.9953093,0.002633186,0.0003770603,0.0007970636,0.000669974,0.0002133379],"domain_scores_gemma":[0.9706385,0.01667569,0.006110884,0.001869903,0.003560258,0.001144864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007171652,0.001386802,0.8933471,0.0005858106,0.0002705862,0.0007394137,0.002156994,0.001346877,0.007089357,0.00008778913,0.001641968,0.08417568],"study_design_scores_gemma":[0.0003069235,0.00732874,0.9681064,0.0002260886,0.0002708358,0.002755358,0.00122992,0.01041351,0.006065998,0.0001797941,0.003034389,0.0000819971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947572,0.0004777389,0.001658083,0.00009595586,0.00003325364,0.0004188419,0.0002684174,0.0001637629,0.002126824],"genre_scores_gemma":[0.9941935,0.0001977567,0.004202469,0.0001819511,0.00003866487,0.0002102539,0.0003001302,0.0000150481,0.0006602805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007305987,"threshold_uncertainty_score":0.03863817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410586154","doi":"10.1016/j.ajoint.2025.100134","title":"The effectiveness of antibiotic additives in irrigation fluid used during cataract surgery: A systematic review","year":2025,"lang":"en","type":"review","venue":"AJO International","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Western University","funders":"Western University","keywords":"Cataract surgery; Antibiotics; Medicine; Intensive care medicine; Surgery; Microbiology; Biology","authors":[{"name":"Brian Yu","is_ca":true},{"name":"William J Herspiegel","is_ca":true},{"name":"Jeffrey Thevaranjan","is_ca":true},{"name":"Andre Jun Xian Lai","is_ca":true},{"name":"Amit Garg","is_ca":true},{"name":"Cindy Hutnik","is_ca":true},{"name":"Monali S. Malvankar‐Mehta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01952148831293674,"gpt":0.3423175779504878,"spread":0.322796089637551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01233659,0.002166734,0.01578457,0.01132518,0.0007244594,0.002816134,0.001925541,0.002416482,0.002727699],"category_scores_gemma":[0.04705906,0.001435204,0.01067091,0.01039083,0.00129436,0.002674476,0.001279843,0.001063542,0.0002071565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003777496,"about_ca_system_score_gemma":0.01145087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006685026,"about_ca_topic_score_gemma":0.02097712,"domain_scores_codex":[0.9831058,0.006562769,0.006543745,0.001097593,0.002330514,0.0003595094],"domain_scores_gemma":[0.9591497,0.02603985,0.009989384,0.0005831306,0.00378306,0.0004549729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003469301,0.0000188068,0.0008700442,0.9668316,0.01942655,0.00008972095,0.0001053332,0.00007049865,0.0001887164,0.0000591439,0.0003011862,0.01169139],"study_design_scores_gemma":[0.0007629204,0.000844349,0.006960119,0.7060132,0.2766783,0.0005310755,0.0003390631,0.0001666838,0.0003869612,0.0001703153,0.007084503,0.00006264385],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002533471,0.9963791,0.0001382583,0.0001246585,0.0001046348,0.0004114224,0.0001854588,0.000007974898,0.000114936],"genre_scores_gemma":[0.04707421,0.9491101,0.001409875,0.0005668284,0.0001579626,0.00132603,0.0002239182,0.000008693733,0.0001223603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01578457,"threshold_uncertainty_score":0.06524295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410382157","doi":"10.1016/j.ajoint.2025.100137","title":"Povidone-iodine in the treatment of infectious keratitis: A systematic review","year":2025,"lang":"en","type":"review","venue":"AJO International","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; University of Toronto","funders":"","keywords":"Keratitis; Medicine; Iodine; Dermatology; Intensive care medicine; Chemistry","authors":[{"name":"Waleed K. Alsarhani","is_ca":true},{"name":"Amy Basilious","is_ca":true},{"name":"Marko M. Popovic","is_ca":true},{"name":"Sara Alshaker","is_ca":true},{"name":"Clara C. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02682186137289544,"gpt":0.3840081652436602,"spread":0.3571863038707647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007998645,0.00170779,0.0112688,0.01038687,0.0006824278,0.002913789,0.001841318,0.00239522,0.004413056],"category_scores_gemma":[0.02807897,0.0009659325,0.007478128,0.008955386,0.001183676,0.002420887,0.001227054,0.001105202,0.000304503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004152367,"about_ca_system_score_gemma":0.01191417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008524552,"about_ca_topic_score_gemma":0.02181663,"domain_scores_codex":[0.9930074,0.002608341,0.002332604,0.0004179034,0.001398136,0.0002356536],"domain_scores_gemma":[0.982594,0.0106221,0.004545836,0.0001991692,0.001714684,0.0003241816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002313524,0.0000188283,0.000319893,0.9698163,0.007126634,0.00006225913,0.00006091487,0.00004867964,0.000123901,0.0000810382,0.0005302196,0.02158008],"study_design_scores_gemma":[0.0006323134,0.0004382747,0.003077252,0.8937752,0.08993947,0.0004141865,0.0001773238,0.0001009754,0.000205153,0.0001761137,0.01102864,0.0000350015],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005653137,0.9987341,0.00006855542,0.0001008239,0.00006547465,0.0002529802,0.00008305022,0.000005380994,0.0001242987],"genre_scores_gemma":[0.01048133,0.9878936,0.0005524244,0.0003407054,0.00007179467,0.0004974198,0.00007878172,0.000003575755,0.00008031149],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0112688,"threshold_uncertainty_score":0.04230136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414567986","doi":"10.1016/j.ajoint.2025.100177","title":"Association between screen time and guardian-reported vision difficulty in children and adolescents: A population-based analysis","year":2025,"lang":"en","type":"article","venue":"AJO International","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Odds; Odds ratio; Association (psychology); Screen time; Logistic regression; Confidence interval","authors":[{"name":"Andrew Mihalache","is_ca":true},{"name":"Panthea Rahmdel","is_ca":true},{"name":"Ryan S. Huang","is_ca":true},{"name":"Marko M. Popovic","is_ca":true},{"name":"Behnam Rahmdel","is_ca":true},{"name":"Stacey Chong","is_ca":true},{"name":"Crystal S.Y. Cheung","is_ca":true},{"name":"Rajeev H. Muni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003958087627650498,"gpt":0.2553467234351041,"spread":0.2513886358074536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001037631,0.0003041206,0.0003570755,0.000790023,0.0002946665,0.000537811,0.0005001928,0.000401628,0.001126281],"category_scores_gemma":[0.002079362,0.00037304,0.0008650136,0.001216456,0.0002041198,0.0004056026,0.0004130361,0.0006953457,0.0001938773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002690671,"about_ca_system_score_gemma":0.0003148669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102558,"about_ca_topic_score_gemma":0.01317503,"domain_scores_codex":[0.9993799,0.0001647365,0.00009103865,0.0001580447,0.0001282361,0.00007809065],"domain_scores_gemma":[0.9987519,0.0002259979,0.0005680872,0.0001113791,0.0001796387,0.0001630508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004179294,0.0000168038,0.9993296,0.000009236695,0.00008345419,0.00002876208,0.00002514192,0.00001272712,0.00006783606,0.000005260195,0.00004779518,0.0003316991],"study_design_scores_gemma":[0.000003128709,0.00004868536,0.9995545,0.000003658673,0.00004103242,0.00009531566,0.00006151853,0.00009383274,0.00002229578,0.000004244422,0.00007031093,0.000001461343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983602,0.0003027074,0.0001357999,0.00001834885,0.00000488498,0.00001259712,0.0009533775,0.000004861886,0.0002072275],"genre_scores_gemma":[0.9982617,0.0001380236,0.0002053645,0.00003104861,0.00000663782,0.00002333346,0.00122403,0.000003117383,0.000106625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0102558,"threshold_uncertainty_score":0.02039224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415218024","doi":"10.1016/j.ajoint.2025.100184","title":"Text-to-image model for prostaglandin-associated periorbitopathy counseling: a proof-of-concept study","year":2025,"lang":"en","type":"article","venue":"AJO International","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Set (abstract data type); Eyelid; Feature (linguistics); Eyelash; Ptosis; Matching (statistics); Replicate","authors":[{"name":"Ryan S. Huang","is_ca":true},{"name":"Michael Balas","is_ca":true},{"name":"David J. Mathew","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01360398009588427,"gpt":0.3082541650551966,"spread":0.2946501849593123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00133045,0.0005617451,0.0003329492,0.0003279871,0.0001346367,0.0006261864,0.0009422877,0.0007886686,0.003136426],"category_scores_gemma":[0.001619685,0.0001737736,0.0004507551,0.0001072327,0.0002654883,0.0005644124,0.0004101993,0.0006808668,0.0004768303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002688289,"about_ca_system_score_gemma":0.0004394412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004317469,"about_ca_topic_score_gemma":0.0003095805,"domain_scores_codex":[0.9995252,0.000133158,0.00001986967,0.0000600264,0.0002081743,0.00005355922],"domain_scores_gemma":[0.9993362,0.0002629193,0.0000951785,0.0000481143,0.000150461,0.0001070837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003692862,0.01248591,0.003127205,0.003231979,0.0002237244,0.001637836,0.0006133263,0.01776518,0.7622659,0.002421802,0.0069563,0.185578],"study_design_scores_gemma":[0.001794012,0.0872619,0.009479672,0.0002719317,0.0005263351,0.00268308,0.0005614848,0.1285727,0.7205448,0.001239122,0.04687145,0.0001934496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8822249,0.003235818,0.1003478,0.0007190302,0.0004770458,0.003691409,0.0007535558,0.001301219,0.007249188],"genre_scores_gemma":[0.8746969,0.001541974,0.1161635,0.0005871733,0.00006423901,0.002350739,0.0004080028,0.00008236676,0.004105159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003136426,"threshold_uncertainty_score":0.01049238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415217800","doi":"10.1016/j.ajoint.2025.100185","title":"Evaluating changes in pro- and anti-inflammatory mediators in keratoconus following corneal collagen cross-linking: A systematic review","year":2025,"lang":"en","type":"review","venue":"AJO International","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Keratoconus; Nerve growth factor; Keratometer; Cytokine; Prospective cohort study; Clinical endpoint; Cornea; Risk factor","authors":[{"name":"Ryan S. Huang","is_ca":true},{"name":"Andrew Mihalache","is_ca":true},{"name":"Marko M. Popovic","is_ca":true},{"name":"Clara C. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06305839375896403,"gpt":0.4229631568661035,"spread":0.3599047631071394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00440089,0.001452944,0.009247453,0.008851294,0.0005738934,0.002124326,0.001673849,0.001819437,0.003877969],"category_scores_gemma":[0.01425386,0.0008947401,0.00631079,0.009365069,0.0007926837,0.002023232,0.001252003,0.0008695771,0.0003265755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002431151,"about_ca_system_score_gemma":0.008282084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0066896,"about_ca_topic_score_gemma":0.02093446,"domain_scores_codex":[0.9971825,0.0007931915,0.00125579,0.0002006168,0.0004544511,0.0001134626],"domain_scores_gemma":[0.9889979,0.007168851,0.002400746,0.0001545708,0.001093759,0.0001841325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002006931,0.00001359231,0.0004028851,0.9784704,0.005551543,0.00009217852,0.00009259925,0.00004333025,0.0002050875,0.0000552423,0.0004665986,0.01440593],"study_design_scores_gemma":[0.0005067853,0.0005144921,0.005996565,0.8630823,0.1151576,0.0007384956,0.0003496515,0.0001123018,0.0003475549,0.0002040463,0.01294039,0.00004978596],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001905903,0.9967954,0.0001365298,0.0001227005,0.00008035135,0.0003996763,0.0003690375,0.000009645246,0.0001806804],"genre_scores_gemma":[0.01909598,0.9785554,0.0006294089,0.0004384121,0.00006218332,0.0007798629,0.0002590337,0.00000552348,0.0001740907],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009247453,"threshold_uncertainty_score":0.02327442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407852707","doi":"10.1016/j.ajoint.2025.100109","title":"Clinical performance analysis and cost-utility analysis of a mobile cataract surgery service in a rural setting in Thailand","year":2025,"lang":"en","type":"article","venue":"AJO International","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Cost-effectiveness analysis; Cataract surgery; Cost analysis; Service (business); Cost–utility analysis; Medicine; Optometry; Operations management; Business; Ophthalmology; Operations research; Risk analysis (engineering); Engineering; Marketing; Cost effectiveness","authors":[{"name":"Mantapond Ittarat","is_ca":false},{"name":"Wanrudee Isaranuwatchai","is_ca":true},{"name":"Sunee Chansangpetch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01841041399070054,"gpt":0.3409515877413007,"spread":0.3225411737506002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00136395,0.0004426708,0.0003286873,0.001031183,0.0003472463,0.0009384589,0.0003121173,0.0003432435,0.002490714],"category_scores_gemma":[0.004773883,0.0001848736,0.001150855,0.001701123,0.0003861718,0.0005539361,0.0006582738,0.0003788394,0.0001931798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003297003,"about_ca_system_score_gemma":0.001290951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02797593,"about_ca_topic_score_gemma":0.01219153,"domain_scores_codex":[0.9986357,0.0007080992,0.0001087349,0.0001174947,0.0001629462,0.0002670699],"domain_scores_gemma":[0.9966402,0.001229874,0.0008948571,0.00008194979,0.00038137,0.0007716931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003306389,0.0009352104,0.9589592,0.0002079778,0.0004695692,0.0008197074,0.0004219993,0.01822252,0.0007350438,0.0002702789,0.0004314172,0.01522064],"study_design_scores_gemma":[0.0002118077,0.006679748,0.9441568,0.00005046193,0.0002660016,0.0007401793,0.002346914,0.04461462,0.0003401031,0.0001705319,0.0003648046,0.00005791318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991892,0.00008520978,0.0001183831,0.00003474235,0.000001364819,0.0000236773,0.00024528,0.000002124933,0.0002999974],"genre_scores_gemma":[0.9996496,0.00004400503,0.00005691443,0.000005004672,0.000001538248,0.00001601118,0.0001499099,7.678427e-7,0.0000761128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02797593,"threshold_uncertainty_score":0.05562615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417515976","doi":"10.1016/j.ajoint.2025.100216","title":"Assessing demographic variation in large language model outputs for patient education materials in cataract surgery","year":2025,"lang":"en","type":"article","venue":"AJO International","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; Western University; Queen's University","funders":"","keywords":"Readability; Patient education; Indigenous; Cataract surgery; Reading (process); Grade level; Socioeconomic status; Variation (astronomy); MEDLINE","authors":[{"name":"Angel Gao","is_ca":true},{"name":"Abu Bakar Butt","is_ca":true},{"name":"Fred Min","is_ca":true},{"name":"Amin Hatamnejad","is_ca":true},{"name":"Keean Nanji","is_ca":true},{"name":"Husayn Gulamhusein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04278803316391143,"gpt":0.4684787450061979,"spread":0.4256907118422865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009410704,0.0002995632,0.0002527919,0.001306903,0.0004102908,0.001186191,0.000470927,0.0003819191,0.004627627],"category_scores_gemma":[0.07324524,0.0002400764,0.00056589,0.000931664,0.0004898816,0.001134351,0.001243738,0.0006114143,0.001171891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002151662,"about_ca_system_score_gemma":0.001652579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009623535,"about_ca_topic_score_gemma":0.01869592,"domain_scores_codex":[0.9935097,0.0028029,0.0009902542,0.000741028,0.001591165,0.0003648676],"domain_scores_gemma":[0.9396315,0.03562357,0.01429565,0.002126123,0.006972067,0.001351178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008035973,0.0004250597,0.9549401,0.000206036,0.00005795893,0.0001220224,0.009778206,0.0004205241,0.001147543,0.00009213463,0.001997253,0.03000952],"study_design_scores_gemma":[0.00001997597,0.0005215536,0.9914136,0.00007247845,0.00002160762,0.00009460439,0.004208865,0.0009303339,0.001093409,0.00005681861,0.00154561,0.00002128476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969956,0.00004171426,0.0004550473,0.0001039208,0.000009252996,0.000145138,0.001106435,0.00003733555,0.001105495],"genre_scores_gemma":[0.9964371,0.00006502304,0.001336426,0.00009089107,0.00001114648,0.0003569259,0.000898924,0.00002990254,0.0007736361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009623535,"threshold_uncertainty_score":0.04976916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405043354","doi":"10.1016/j.ajoint.2024.100091","title":"Exploring vision tests as a surrogate for depression screening in patients with a visual impairment: A cross-sectional study","year":2024,"lang":"en","type":"article","venue":"AJO International","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Kingston Health Sciences Centre","funders":"","keywords":"Cross-sectional study; Depression (economics); Surrogate endpoint; Visual impairment; Psychology; Medicine; Optometry; Gerontology; Psychiatry; Internal medicine; Pathology","authors":[{"name":"Andrew G. Day","is_ca":true},{"name":"Aidan Pucchio","is_ca":true},{"name":"Rohit Shukla","is_ca":true},{"name":"Mark Bona","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07623858396916955,"gpt":0.4305872817995751,"spread":0.3543486978304055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002375646,0.0003380663,0.0004478996,0.0005379661,0.00055554,0.0007866462,0.000370064,0.0005926244,0.001226623],"category_scores_gemma":[0.004381985,0.0004869446,0.0007223058,0.0007642119,0.0002739339,0.0006017843,0.0004549102,0.0009136112,0.0003596399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002927406,"about_ca_system_score_gemma":0.0003092026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003065601,"about_ca_topic_score_gemma":0.004364653,"domain_scores_codex":[0.9989562,0.0004140648,0.0001466068,0.0002027627,0.0001740631,0.0001062124],"domain_scores_gemma":[0.9966257,0.0007671647,0.001238989,0.0003444687,0.000562719,0.0004609681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001179241,0.00009774073,0.9991186,0.00001006846,0.00006718699,0.00001986707,0.00004853315,0.000009704501,0.00005389762,0.000006313213,0.00004893526,0.0004011838],"study_design_scores_gemma":[0.00003277562,0.0007650389,0.9983906,0.00001094427,0.00008310784,0.0001864983,0.0001520071,0.0001875334,0.00004403721,0.00001160621,0.000132141,0.000003856977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990369,0.0002083765,0.0001441765,0.00002936689,0.000008527282,0.00004675956,0.0002675042,0.000001901486,0.0002564605],"genre_scores_gemma":[0.9991871,0.0000839854,0.0001645604,0.00007950274,0.00001166464,0.00004789636,0.0003159538,0.000001153961,0.0001083212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003065601,"threshold_uncertainty_score":0.01256377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}