{"id":"W3176227860","doi":"10.20381/ruor-26550","title":"Organ Donation in the Emergency Department","year":2021,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Organ donation; Medicine; Medical emergency; Emergency medicine; Surgery; Transplantation; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002446495,0.000103613,0.0001417816,0.0003065907,0.005151289,0.001845313,0.0004252793,0.0003502167,0.00781336],"category_scores_gemma":[0.008555042,0.00009880332,0.000159255,0.0006359015,0.000917532,0.0006126463,0.001401888,0.0009779233,0.0006947443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005335582,"about_ca_system_score_gemma":0.02706956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2605549,"about_ca_topic_score_gemma":0.4815131,"domain_scores_codex":[0.9980021,0.000770737,0.00006561093,0.00009234816,0.0004731696,0.0005960493],"domain_scores_gemma":[0.9962525,0.0008473654,0.00051833,0.0001001007,0.001007796,0.001273957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002641094,0.0007182258,0.3156268,0.001305933,0.00004210371,0.001354791,0.1294292,0.0002599396,0.00140971,0.007386675,0.1206941,0.4215085],"study_design_scores_gemma":[0.0000343343,0.0004421565,0.4040299,0.002311061,0.00004475223,0.001697878,0.2830485,0.0001842507,0.0008394649,0.001915314,0.3053827,0.0000695504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8401203,0.00531738,0.0008420713,0.03925036,0.0005232336,0.0002872123,0.0005033911,0.00003962668,0.1131165],"genre_scores_gemma":[0.9754677,0.006621843,0.0006993163,0.005208255,0.0001361822,0.00005450773,0.0001687393,0.000009409602,0.01163407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2605549,"threshold_uncertainty_score":0.5180767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04537188129415358,"score_gpt":0.3453944206121617,"score_spread":0.3000225393180081,"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."}}