{"id":"W2322987708","doi":"10.1097/ico.0000000000000066","title":"Evolving Indications for and Trends in Keratoplasty in British Columbia, Canada, From 2002 to 2011","year":2014,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada; Canadian Sport Centre Pacific; World Wildlife Fund Canada; University of British Columbia","funders":"","keywords":"Medicine; Keratoconus; Ophthalmology; Corneal transplantation; Corneal Transplant; Bullous keratopathy; Demographics; Corneal graft; Retrospective cohort study; Cornea; Surgery; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001078158,0.0000503723,0.000178909,0.00007122863,0.00004322052,0.00003637453,0.0000355822,0.00004718045,0.001047351],"category_scores_gemma":[0.0002253939,0.00008229121,0.00001857242,0.0001831471,0.00001746105,0.00003905452,0.00001918819,0.0000782236,0.000005822382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000671684,"about_ca_system_score_gemma":0.0001185292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9359224,"about_ca_topic_score_gemma":0.9992746,"domain_scores_codex":[0.9993486,0.00001826182,0.0001702927,0.0002083301,0.00007317002,0.0001812927],"domain_scores_gemma":[0.999526,0.0001651201,0.00002620137,0.0001195755,0.00002613758,0.0001370031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001472392,0.00004199872,0.7984949,0.00000785548,0.000003495761,0.000007895543,0.00007277875,0.000002042547,0.00002575875,0.000004951319,0.08693817,0.1143854],"study_design_scores_gemma":[0.0008457977,0.00004161562,0.9725745,0.00005855104,0.000008324689,0.000003795238,0.00006998067,0.0005677869,0.000004727172,0.0001116643,0.02562642,0.00008685964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965414,0.0003354728,0.0001602455,0.0005777101,0.0001030068,0.0001747178,0.00008055137,0.000010912,0.002015969],"genre_scores_gemma":[0.9954718,0.000009738779,0.0001812914,0.0009328821,0.00004118418,0.00006025303,0.00007157916,0.000009367453,0.003221907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1740795,"threshold_uncertainty_score":0.9998658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009842373527212003,"score_gpt":0.2181562011750039,"score_spread":0.2083138276477919,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}