{"id":"W2436601432","doi":"10.1097/ico.0000000000000481","title":"Evolution of Corneal Transplantation in the Province of Quebec From 2000 to 2011","year":2015,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research; Hôpital Notre-Dame; Hôpital Maisonneuve-Rosemont; Héma-Québec","funders":"","keywords":"Corneal transplantation; Medicine; Economic shortage; Keratoconus; Eye bank; Ophthalmology; Transplantation; Corneal Transplant; Tissue Donation; Cornea; Surgery; Organ donation","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":[0.0007461957,0.0002786748,0.0002147139,0.002042871,0.001429328,0.001566306,0.001046703,0.000388084,0.003255537],"category_scores_gemma":[0.002672855,0.000147491,0.0004492589,0.003917348,0.0006740935,0.0005272593,0.0005898105,0.0006681758,0.0002752715],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03548885,"about_ca_system_score_gemma":0.02620391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9814281,"about_ca_topic_score_gemma":0.989116,"domain_scores_codex":[0.9991769,0.00004797038,0.0000639567,0.0001176269,0.0003249396,0.0002685725],"domain_scores_gemma":[0.9954584,0.0002217672,0.00136512,0.00008553165,0.002070579,0.0007986174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001073123,0.00004668317,0.9627837,0.0001207014,0.00009156208,0.0004616409,0.0004911489,0.0006681707,0.0008683872,0.0003212962,0.00459217,0.02944728],"study_design_scores_gemma":[0.000005312252,0.00002953006,0.9907521,0.0001108308,0.00002705996,0.0005284549,0.0008421917,0.0007538534,0.0002163663,0.00002384917,0.006693785,0.000016629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677837,0.009344696,0.0008736716,0.00196024,0.0001171948,0.00008099069,0.01086082,0.0001179332,0.008860641],"genre_scores_gemma":[0.9919788,0.002394954,0.0005040792,0.000329361,0.00002588861,0.0000258482,0.002695477,0.00001553271,0.002030088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9645112,"threshold_uncertainty_score":0.2574909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376945660908898,"score_gpt":0.2509414545117615,"score_spread":0.2271719979026725,"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."}}