{"id":"W2885876170","doi":"10.9778/cmajo.20180026","title":"Organ donation by patients with and without trauma in a Canadian province: a retrospective cohort analysis","year":2018,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Department of Health and Wellness; Nova Scotia Health Authority; Dalhousie University","funders":"Faculty of Medicine, Dalhousie University; Dalhousie University","keywords":"Organ donation; Medicine; Nova scotia; Retrospective cohort study; Major trauma; Cohort; Donation; Emergency medicine; Surgery; Cohort study; Transplantation; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001157403,0.0005030768,0.0006662682,0.002672532,0.003325769,0.001512235,0.001339067,0.0005403401,0.001498259],"category_scores_gemma":[0.0023737,0.0006743936,0.0007738092,0.006131271,0.0009552444,0.0004938417,0.001446721,0.00076646,0.000189132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01852867,"about_ca_system_score_gemma":0.02387706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9599283,"about_ca_topic_score_gemma":0.9726132,"domain_scores_codex":[0.998225,0.0001072042,0.0001354925,0.0003271986,0.0005452137,0.0006598181],"domain_scores_gemma":[0.9975207,0.000151472,0.0007602141,0.0001527971,0.0007632739,0.0006514966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005196743,0.00001875175,0.9982055,0.00002759009,0.00004401187,0.000141001,0.0003589194,0.0000285977,0.00007323497,0.00003441828,0.0002750412,0.0007409905],"study_design_scores_gemma":[0.00000936613,0.00003688935,0.9974424,0.0000513123,0.00004158989,0.0002917766,0.001401159,0.0001484504,0.00002608562,0.0000155137,0.0005234062,0.00001206091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957561,0.0005233274,0.00008472957,0.0001193968,0.0000113587,0.00007367789,0.002475156,0.000004590592,0.0009515901],"genre_scores_gemma":[0.9977518,0.0005286781,0.0001362217,0.0001000786,0.00000775238,0.00003166604,0.001259704,0.000003975522,0.0001802052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9599283,"threshold_uncertainty_score":0.1344355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006326544582178707,"score_gpt":0.2580489942436047,"score_spread":0.251722449661426,"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."}}