{"id":"W2621007050","doi":"10.1097/01.eem.0000520575.56556.d4","title":"News","year":2017,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Medicine; Emergency medicine; Myocardial infarction; Medical emergency; Intubation; Internal medicine; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00114331,0.0008719658,0.0005886438,0.001379111,0.001833394,0.006471879,0.001440334,0.003707926,0.5996405],"category_scores_gemma":[0.008410186,0.0003795267,0.0006868486,0.00110416,0.0007174528,0.003789041,0.002232962,0.004102782,0.4638622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001584825,"about_ca_system_score_gemma":0.002272047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00386866,"about_ca_topic_score_gemma":0.005770209,"domain_scores_codex":[0.9986511,0.0001683785,0.00009306834,0.0002216022,0.0006596516,0.0002061885],"domain_scores_gemma":[0.9957969,0.0005294541,0.0001976039,0.0003805571,0.001955253,0.001140186],"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":[0.00002152486,0.00001103132,0.0001204542,0.00004433401,0.00000208866,0.00005831583,0.00002636871,0.000006681445,0.00003701033,0.00135886,0.9720748,0.0262386],"study_design_scores_gemma":[0.000004828221,0.000005168847,0.0002094832,0.00005394128,0.000001213676,0.00005717484,0.00005420629,0.000008075483,0.00002518464,0.0002922692,0.9992853,0.00000311348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009796139,0.005103237,0.001046606,0.1034491,0.1490644,0.0002227641,0.007895481,0.001871149,0.7303677],"genre_scores_gemma":[0.003553453,0.003149312,0.0006333074,0.03372287,0.01722314,0.0001133665,0.003895505,0.0006061043,0.937103],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4003595,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04522246421672625,"score_gpt":0.3669335954276147,"score_spread":0.3217111312108885,"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."}}