{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002350257,0.00006458088,0.0001691106,0.00006782983,0.000008644127,0.000002365932,0.00007189585,0.00004621019,0.00006553936],"category_scores_gemma":[0.00006667682,0.0000479431,0.00004026026,0.000161563,0.00004544756,0.00005412931,0.000006542004,0.00006620418,0.00003220293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007467109,"about_ca_system_score_gemma":0.0004306099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03071993,"about_ca_topic_score_gemma":0.01853441,"domain_scores_codex":[0.9993086,0.00005720897,0.000230588,0.0001177369,0.0001862839,0.00009959191],"domain_scores_gemma":[0.9995281,0.00009898614,0.00006515924,0.0001763762,0.00007101535,0.00006034672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009819091,0.001345624,0.8754582,0.0003515945,0.00004701876,0.0001487772,0.01993344,0.0008972503,0.01265925,0.001943713,0.02554911,0.05184697],"study_design_scores_gemma":[0.001623391,0.000360881,0.99076,0.0001301131,0.00006852931,0.00000883948,0.001612175,0.0003897857,0.002916191,0.0006589924,0.001376441,0.00009466892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951879,0.0004079149,0.001310404,0.000346214,0.00009156296,0.0003305952,0.000034554,0.000009815323,0.002281056],"genre_scores_gemma":[0.9994293,0.00001179795,0.00009084784,0.0001405622,0.00003226063,0.00001026081,0.00004523791,0.00000496515,0.000234734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1153018,"threshold_uncertainty_score":0.9993747,"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."}}