{"id":"W2970933518","doi":"10.1097/ta.0000000000002500","title":"Factors associated with organ donation by trauma patients in Nova Scotia","year":2019,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Organ donation; Nova (rocket); Medicine; Psychology; Emergency medicine; History; Surgery; Transplantation; Engineering; Aeronautics; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004997556,0.0001618299,0.000216005,0.0007565276,0.0007405261,0.0006942999,0.000369373,0.0002156525,0.002029545],"category_scores_gemma":[0.002666225,0.0001649182,0.000214295,0.001297016,0.000541416,0.0001806879,0.0008836944,0.0005245001,0.0001677482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00267736,"about_ca_system_score_gemma":0.00314853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3314584,"about_ca_topic_score_gemma":0.3953456,"domain_scores_codex":[0.9994994,0.00009111903,0.00006890585,0.00006266426,0.00009890622,0.0001789907],"domain_scores_gemma":[0.9970572,0.0002589138,0.001595748,0.00007927141,0.000348127,0.0006607183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001969115,0.00000683206,0.9988386,0.00001315154,0.000008643974,0.0001582827,0.0001090384,0.0000290474,0.00004946778,0.00001384202,0.0002403981,0.000513076],"study_design_scores_gemma":[0.000002318016,0.00001307349,0.9989435,0.0000281756,0.00000407097,0.0002472071,0.0004799855,0.00005922343,0.00001206064,0.00001035291,0.0001980739,0.000001907752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980572,0.0003004386,0.00003554981,0.0002585153,0.00001613465,0.00001608221,0.0005256284,0.000001608052,0.0007887476],"genre_scores_gemma":[0.9992085,0.0002157872,0.00003658409,0.00006813008,0.000007512001,0.000007573467,0.0003087415,0.000001065364,0.0001461351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6685417,"threshold_uncertainty_score":0.6590581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619707198404645,"score_gpt":0.2815759427107378,"score_spread":0.2653788707266913,"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."}}