{"id":"W2758386065","doi":"10.1136/bmjopen-2017-018858","title":"Canada-DONATE study protocol: a prospective national observational study of the medical management of deceased organ donors","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; St. Joseph’s Healthcare Hamilton; University of Calgary; University of Alberta; Royal Columbian Hospital; Université de Montréal; Western University; Université de Sherbrooke; University of Toronto; University of Ottawa; Hôpital du Sacré-Cœur de Montréal; St. Michael's Hospital; Centre Hospitalier de l’Université de Montréal; Impact; Children's Hospital of Eastern Ontario; Centre Hospitalier Universitaire de Sherbrooke; McMaster University","funders":"Canadian Blood Services; Canadian Institutes of Health Research; Hamilton Health Sciences","keywords":"Medicine; Observational study; Family medicine; Protocol (science); Organ donation; Alternative medicine; Pathology; Surgery; Transplantation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0245876,0.002840086,0.002817436,0.002852864,0.007675692,0.004496298,0.005050314,0.002429315,0.03516995],"category_scores_gemma":[0.0172672,0.002339278,0.001867683,0.006166002,0.002893958,0.002693373,0.002379126,0.003805185,0.007610557],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03539866,"about_ca_system_score_gemma":0.1607153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6273865,"about_ca_topic_score_gemma":0.7803609,"domain_scores_codex":[0.9878597,0.004784773,0.001818716,0.001566627,0.002512488,0.001457713],"domain_scores_gemma":[0.9781227,0.001605024,0.002854017,0.002183601,0.01196382,0.003270734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.05293599,0.01035597,0.122444,0.0301303,0.00173414,0.001523889,0.01046063,0.003838487,0.002197275,0.03007773,0.6670124,0.06728926],"study_design_scores_gemma":[0.0439691,0.00538612,0.3655955,0.01771422,0.0009589685,0.0004458858,0.007084707,0.005076399,0.001528564,0.005624706,0.5460786,0.0005371647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01123491,0.0009426303,0.005123643,0.001274412,0.0005086109,0.8589172,0.110948,0.0001702892,0.0108803],"genre_scores_gemma":[0.02738577,0.0008988504,0.01071769,0.001685764,0.0001464672,0.9249423,0.03013495,0.00004978499,0.004038465],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9646013,"threshold_uncertainty_score":0.7496159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1668147379137864,"score_gpt":0.4684786523211552,"score_spread":0.3016639144073687,"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."}}