{"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,"ca_institutions":"","funders":"","keywords":"Medicine; Optometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"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"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783072694682315,"score_gpt":0.2913621673260656,"score_spread":0.2635314403792425,"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."}}