{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000137407,0.00007308312,0.0001764501,0.0002286996,0.00006366936,0.000049814,0.0000543326,0.00004251346,0.0002515793],"category_scores_gemma":[0.0000199607,0.00005957126,0.000009459631,0.0005376794,0.00005249295,0.0001744084,0.000007599893,0.00006286522,0.000009509822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000240578,"about_ca_system_score_gemma":0.0001809169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2045348,"about_ca_topic_score_gemma":0.8167235,"domain_scores_codex":[0.9993622,0.00002036363,0.0001110656,0.0002145355,0.0001639887,0.000127889],"domain_scores_gemma":[0.9995562,0.000004589081,0.00004139308,0.0001006698,0.0001592573,0.0001378853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001272954,0.0000468996,0.997919,0.000006315081,0.000123504,0.000001987858,0.0006755075,1.075452e-7,0.00003387887,0.00006687643,0.0001220019,0.000876653],"study_design_scores_gemma":[0.002299486,0.0002272608,0.9960194,0.00002311033,0.000251191,0.000001612131,0.00004598535,0.000105947,0.0005963542,0.00001284317,0.0003380777,0.00007875592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910774,0.000004918059,0.0001147312,0.0004667598,0.00001358969,0.0009262777,0.00005334302,0.000009948785,0.007333024],"genre_scores_gemma":[0.9984994,0.000003305687,0.0002875981,0.0002981692,0.00001353996,0.00001893604,0.0004049537,0.00001037902,0.0004637377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6121886,"threshold_uncertainty_score":0.8007622,"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."}}