{"id":"W3048734057","doi":"10.1017/cem.2020.450","title":"Just the Facts: Extracorporeal cardiopulmonary resuscitation for out-of-hospital cardiac arrest","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia; University of Ottawa","funders":"Stryker","keywords":"Cardiopulmonary resuscitation; Medicine; Extracorporeal cardiopulmonary resuscitation; Defibrillation; Ventricular fibrillation; Return of spontaneous circulation; Emergency department; Resuscitation; Clinical death; Cardiology; Internal medicine; Anesthesia","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":[0.003936421,0.000523358,0.0008688656,0.001198183,0.004190227,0.005557269,0.001024557,0.01235187,0.007429059],"category_scores_gemma":[0.04735775,0.0004234119,0.0007837807,0.0009967079,0.003960925,0.007759891,0.00199029,0.02207516,0.002002884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003693518,"about_ca_system_score_gemma":0.01216416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02352918,"about_ca_topic_score_gemma":0.09015544,"domain_scores_codex":[0.9960111,0.001401135,0.0006296576,0.0002840133,0.001242957,0.0004311103],"domain_scores_gemma":[0.9818923,0.009417897,0.001681885,0.0004571427,0.003837767,0.00271296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001540314,0.00007923537,0.003032692,0.0006621197,0.00006959028,0.003242922,0.0006799061,0.000142361,0.0001591419,0.007558754,0.8943235,0.08989587],"study_design_scores_gemma":[0.0001834397,0.0001670121,0.01568134,0.008306342,0.00027867,0.0124489,0.005214361,0.0003969715,0.0002871482,0.03783266,0.9189897,0.0002134969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001991536,0.03883997,0.0004125753,0.8987612,0.04474917,0.0000164954,0.0001217554,0.00003166746,0.01507558],"genre_scores_gemma":[0.0942798,0.1582554,0.002271198,0.4814062,0.2519892,0.00005379612,0.0005083304,0.0001223161,0.01111389],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02352918,"threshold_uncertainty_score":0.04678446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0757679206974523,"score_gpt":0.3265893723465415,"score_spread":0.2508214516490892,"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."}}