{"id":"W2767344515","doi":"10.1016/j.emc.2017.08.005","title":"Resuscitation Resequenced","year":2017,"lang":"en","type":"review","venue":"Emergency Medicine Clinics of North America","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Resuscitation; Medicine; Trauma care; Prioritization; Intensive care medicine; Shock (circulatory); Medical emergency; Advanced trauma life support; Emergency medicine; Process management; Engineering; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007952213,0.0005838302,0.000965141,0.001844859,0.0004831964,0.001057921,0.0004850818,0.0008890828,0.02721634],"category_scores_gemma":[0.005177082,0.000134883,0.001002162,0.001163585,0.0004174936,0.0008738613,0.001004245,0.001021183,0.003886828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004489261,"about_ca_system_score_gemma":0.002514747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001613513,"about_ca_topic_score_gemma":0.003121341,"domain_scores_codex":[0.9993167,0.0002025627,0.0001945733,0.00008527976,0.0001356408,0.00006528967],"domain_scores_gemma":[0.9993118,0.0002846692,0.0001824916,0.00005041039,0.0001229349,0.00004766083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004652014,0.0001243179,0.001300502,0.05565305,0.0005352064,0.0008009219,0.0002285374,0.0001503406,0.0007088866,0.003255357,0.07487871,0.8618989],"study_design_scores_gemma":[0.0008181743,0.0005235122,0.009688324,0.09679833,0.002734855,0.004717605,0.0006428041,0.0001641967,0.001396117,0.003206277,0.8792354,0.0000744301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004319055,0.9544924,0.0009611124,0.001981462,0.003138732,0.0003952391,0.0008469674,0.00007579693,0.0337892],"genre_scores_gemma":[0.05133427,0.9252162,0.002160179,0.005793522,0.00151512,0.0003458325,0.001941677,0.00002245125,0.01167067],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02721634,"threshold_uncertainty_score":0.09104776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2999262533258851,"score_gpt":0.5084726217879961,"score_spread":0.2085463684621111,"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."}}