{"id":"W2047100466","doi":"10.1161/circulationaha.105.580829","title":"“Shock Advised”","year":2006,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Defibrillation; Ventricular fibrillation; Resuscitation; Medical emergency; Shock (circulatory); Cardiology; Emergency medicine; 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":[0.0009796415,0.0004856826,0.0003732763,0.0006143806,0.002046478,0.001556183,0.0007719943,0.003513294,0.1666232],"category_scores_gemma":[0.007629989,0.0001809315,0.0004781999,0.000342848,0.0006737255,0.0009524576,0.001515729,0.004641916,0.05377952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005674693,"about_ca_system_score_gemma":0.001454568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00114183,"about_ca_topic_score_gemma":0.002969681,"domain_scores_codex":[0.9990098,0.0003139809,0.00008045202,0.0001234612,0.000233707,0.0002384813],"domain_scores_gemma":[0.9983543,0.00050035,0.00009421654,0.0001551318,0.0005175645,0.0003783506],"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":[0.0001995692,0.00006605414,0.0008724233,0.0001347294,0.000008314732,0.001450032,0.0004006939,0.00004140242,0.0006985036,0.007833785,0.9217806,0.06651393],"study_design_scores_gemma":[0.00002757377,0.00003616386,0.00108442,0.0001487994,0.000007473782,0.0008070507,0.0003117069,0.00004768821,0.0004446499,0.002024908,0.9950477,0.00001184861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.01146137,0.002667018,0.004160778,0.1690247,0.07123555,0.0004037307,0.0009953588,0.001443703,0.7386077],"genre_scores_gemma":[0.07532255,0.00239008,0.002534695,0.2076087,0.01226169,0.0003153952,0.0007735643,0.0004230714,0.6983702],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1666232,"threshold_uncertainty_score":0.5574102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008771894530323041,"score_gpt":0.2520673371188533,"score_spread":0.2432954425885303,"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."}}