{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"0bf060fd6f64","filters":{"venue":"The Annual ASCRS and ASOA Symposium and Congress"}},"results":[{"id":"W927169842","doi":"","title":"Collagen Crosslinking and Topography-Guided Customized Ablation Treatment for Keratoconus and Post-LASIK Ectasia: Montreal Protocol","year":2014,"lang":"en","type":"article","venue":"The Annual ASCRS and ASOA Symposium and Congress","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Keratoconus; Ablation; Ectasia; Medicine; Corneal topography; LASIK; Ophthalmology; Surgery; Cornea; Internal medicine","authors":[{"name":"Avi Wallerstein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01085835307673463,"gpt":0.2761973922893085,"spread":0.2653390392125738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005761237,0.0005235488,0.0002691859,0.0004375212,0.0008617772,0.0003304632,0.0008491316,0.0007789072,0.01341084],"category_scores_gemma":[0.000547491,0.0001621013,0.0008206524,0.0003975561,0.0003651847,0.0002991092,0.0004033239,0.0005244468,0.0006656414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001841435,"about_ca_system_score_gemma":0.003598956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03975546,"about_ca_topic_score_gemma":0.1592021,"domain_scores_codex":[0.9997583,0.00005492336,0.00002200989,0.000050608,0.00005662117,0.00005753504],"domain_scores_gemma":[0.9998926,0.00002131106,0.00001620204,0.00001522966,0.00002531644,0.00002933696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02920466,0.007045267,0.01098105,0.002341803,0.0009795914,0.001906476,0.0005974885,0.007322789,0.126246,0.01174763,0.06412555,0.7375017],"study_design_scores_gemma":[0.04415381,0.06079605,0.2782354,0.001529983,0.002903296,0.007169518,0.0004225957,0.007691761,0.06429727,0.005261694,0.5270147,0.0005239332],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.5745087,0.03419392,0.05949789,0.01083127,0.001557755,0.07684207,0.009058094,0.001254846,0.2322554],"genre_scores_gemma":[0.8054711,0.01557689,0.05659999,0.005226894,0.0005711374,0.03047089,0.003214041,0.0001787702,0.0826904],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.03975546,"threshold_uncertainty_score":0.0790481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2341436356","doi":"","title":"Indications for Amniotic Membrane Grafts Used in Ontario From 2011 to 2012","year":2014,"lang":"en","type":"article","venue":"The Annual ASCRS and ASOA Symposium and Congress","topic":"Congenital Anomalies and Fetal Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Surgery","authors":[{"name":"Patrick T. Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01127176182353216,"gpt":0.2233328822725277,"spread":0.2120611204489956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003109296,0.0002850295,0.0002292412,0.001625456,0.002054195,0.0008801389,0.0007781527,0.000406696,0.003452644],"category_scores_gemma":[0.00165734,0.0002989763,0.0007011079,0.002425245,0.0006444937,0.0003387042,0.0008421282,0.0006402209,0.0003822533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02673921,"about_ca_system_score_gemma":0.03600874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9352685,"about_ca_topic_score_gemma":0.9860107,"domain_scores_codex":[0.9992982,0.00002730499,0.00006684189,0.00006082079,0.0002994678,0.0002473626],"domain_scores_gemma":[0.9987026,0.00007777323,0.0003486127,0.0000228133,0.0004866537,0.0003615103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009059613,0.00008072727,0.9022835,0.0004653011,0.0001345473,0.003430165,0.003249438,0.0008104222,0.003198084,0.001974142,0.02264607,0.06082156],"study_design_scores_gemma":[0.00003459793,0.00008853497,0.9374052,0.0003115248,0.00007646129,0.002581293,0.003489216,0.0003988003,0.0007125131,0.0001647881,0.0547024,0.00003463018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9274117,0.0101508,0.000507346,0.003591957,0.0003984377,0.0001236527,0.01437186,0.00007839556,0.0433659],"genre_scores_gemma":[0.9646158,0.008389326,0.0008838398,0.0008283092,0.00008785153,0.00007792513,0.004366862,0.00005170468,0.02069835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06473154,"threshold_uncertainty_score":0.1940075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2339156551","doi":"","title":"Feasibility of Implementing National Corneal Transplant Registry: Ottawa Pilot Study","year":2014,"lang":"en","type":"article","venue":"The Annual ASCRS and ASOA Symposium and Congress","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Optometry","authors":[{"name":"Patricia Yassa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02783072694682315,"gpt":0.2913621673260656,"spread":0.2635314403792425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02038418,0.000907183,0.001276026,0.001850837,0.008016703,0.004644801,0.004725715,0.001813965,0.006703365],"category_scores_gemma":[0.04097993,0.001812691,0.001874188,0.003762701,0.004127217,0.003742724,0.004852084,0.002769702,0.001237943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03530967,"about_ca_system_score_gemma":0.1131059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8299766,"about_ca_topic_score_gemma":0.9245468,"domain_scores_codex":[0.9728163,0.01234524,0.002497001,0.001960514,0.004439425,0.005941488],"domain_scores_gemma":[0.9314234,0.01866133,0.009129023,0.009615518,0.02083653,0.01033421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008867227,0.004642439,0.9570905,0.0003912131,0.000294219,0.0007246395,0.006052756,0.0008716139,0.001084335,0.001148911,0.006281964,0.0125501],"study_design_scores_gemma":[0.002766676,0.005700739,0.9565488,0.0002799029,0.0005546859,0.0002744286,0.02512214,0.001400669,0.001030953,0.0003681072,0.00571545,0.0002373338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693385,0.0002787468,0.0006560826,0.003139312,0.0001570834,0.008036565,0.006585613,0.00006670029,0.01174146],"genre_scores_gemma":[0.9822436,0.000331657,0.003721363,0.001566967,0.00007033937,0.006285185,0.002984872,0.00003450393,0.002761508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8299766,"threshold_uncertainty_score":0.3420493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325824817","doi":"","title":"Outcomes of Type 1 Boston Keratoprosthesis at the University of Toronto Health Network","year":2014,"lang":"en","type":"article","venue":"The Annual ASCRS and ASOA Symposium and Congress","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Keratoprosthesis; Optometry; Medicine; Gerontology; Ophthalmology","authors":[{"name":"Yakov Goldich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007187932957323653,"gpt":0.2264029012395376,"spread":0.219214968282214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006487583,0.0002650827,0.0003970151,0.0006131498,0.0009360437,0.001364385,0.0005704429,0.0005446878,0.006245398],"category_scores_gemma":[0.005298484,0.000178105,0.0006324874,0.001369452,0.0002999279,0.0008076952,0.000706099,0.0007461281,0.0003258335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006966833,"about_ca_system_score_gemma":0.003963043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2636834,"about_ca_topic_score_gemma":0.5563578,"domain_scores_codex":[0.9988097,0.0001733473,0.00008565281,0.0001450996,0.0004366242,0.0003496209],"domain_scores_gemma":[0.9964503,0.0003276764,0.001373887,0.0001389601,0.000786438,0.0009226671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001308643,0.0002341552,0.951841,0.0001409067,0.0003204339,0.0003055963,0.000392721,0.0008861871,0.0002257062,0.0004405529,0.016938,0.02696611],"study_design_scores_gemma":[0.00004731895,0.0002388614,0.9971862,0.00007293357,0.000121473,0.0001682334,0.0004316875,0.0004013907,0.00006783539,0.00008991873,0.001159494,0.0000146131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726437,0.00273607,0.000111195,0.002531316,0.0001409789,0.00004006117,0.01067513,0.00001579403,0.0111057],"genre_scores_gemma":[0.9917367,0.0007412355,0.0000592472,0.0001818528,0.00007636581,0.00001150089,0.005335908,0.00000742378,0.001849714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2636834,"threshold_uncertainty_score":0.5242972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}