{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006709136,0.0003646248,0.000405598,0.004026048,0.002292021,0.001951958,0.00158984,0.000713024,0.002398015],"category_scores_gemma":[0.003162127,0.0003547063,0.0004031334,0.009721885,0.0008800367,0.0006507365,0.0008797936,0.001045009,0.000370681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03348599,"about_ca_system_score_gemma":0.04151481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866044,"about_ca_topic_score_gemma":0.9945948,"domain_scores_codex":[0.9978788,0.000074494,0.0002310382,0.0002543981,0.0009525724,0.000608671],"domain_scores_gemma":[0.9913265,0.0002574715,0.001843542,0.0001203134,0.005043145,0.001409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007044383,0.00003466468,0.9773436,0.0001511223,0.0000479376,0.0003473994,0.000551171,0.0001429619,0.0003640538,0.0001222436,0.004322479,0.01650191],"study_design_scores_gemma":[0.000003896237,0.00001518209,0.9927408,0.0001848586,0.00002601199,0.0005406703,0.001546146,0.0001772986,0.0001149247,0.00001703983,0.004619566,0.00001364681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95382,0.01637637,0.0002913093,0.003084186,0.0001004418,0.00007062856,0.01516585,0.00008373778,0.01100752],"genre_scores_gemma":[0.980695,0.008856207,0.0005976093,0.0009639408,0.00004252668,0.00003691063,0.006054692,0.0000302063,0.00272286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03348599,"threshold_uncertainty_score":0.242959,"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."}}