{"id":"W4387606338","doi":"10.1097/01.tp.0000993216.30445.e7","title":"212.3: Developing a modernized Canadian organ donation and transplantation (ODT) data and reporting system","year":2023,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Health Infoway; University Health Network; Canadian Institute for Health Information","funders":"","keywords":"Transplantation; Organ donation; Donation; Medicine; Political science; Surgery; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03247372,0.001385835,0.0009339721,0.01089123,0.007657456,0.01348513,0.00796296,0.002066455,0.01317736],"category_scores_gemma":[0.04127225,0.001247897,0.001695433,0.008380818,0.002170527,0.005672535,0.008891221,0.003053452,0.009464478],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05236538,"about_ca_system_score_gemma":0.2431058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9495131,"about_ca_topic_score_gemma":0.9218249,"domain_scores_codex":[0.9740264,0.002675506,0.002254212,0.002184716,0.01610648,0.002752635],"domain_scores_gemma":[0.9025793,0.003493415,0.002378504,0.006094194,0.07494437,0.01051025],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005168613,0.000542286,0.03944127,0.0009295968,0.0002133511,0.0006607829,0.004987385,0.005482999,0.01096638,0.04649318,0.5810952,0.3086708],"study_design_scores_gemma":[0.000118884,0.0001285825,0.0231776,0.0006369848,0.0001209445,0.0002130051,0.001832214,0.02143314,0.007001268,0.003721908,0.9412199,0.0003955845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04776469,0.001833869,0.3449931,0.05077031,0.002583724,0.01770904,0.1289042,0.1061002,0.2993409],"genre_scores_gemma":[0.09067488,0.001786089,0.6963719,0.007214957,0.0004695847,0.002908767,0.1433315,0.004140778,0.05310151],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9675263,"threshold_uncertainty_score":0.3799392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08538593945009446,"score_gpt":0.3192747318534141,"score_spread":0.2338887924033196,"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."}}