{"id":"W2152160284","doi":"10.1161/01.cir.0000109486.45545.ad","title":"Response to Cardiac Arrest and Selected Life-Threatening Medical Emergencies","year":2004,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"Berger (Canada)","funders":"","keywords":"Medicine; Emergency medical services; Medical emergency; Intensive care medicine; Cardiopulmonary resuscitation; Emergency medicine; Resuscitation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003856844,0.00008402227,0.0001654159,0.0001166479,0.00009698353,0.00001466308,0.00002082495,0.0001010896,0.00002481194],"category_scores_gemma":[0.001422969,0.00007703115,0.00005174421,0.0003861128,0.00003498129,0.00006294134,0.00001619226,0.00009268694,0.0000395943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007668561,"about_ca_system_score_gemma":0.000234196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004589037,"about_ca_topic_score_gemma":0.000008517392,"domain_scores_codex":[0.9990804,0.00006297931,0.0001649436,0.0001864238,0.0003613866,0.0001438575],"domain_scores_gemma":[0.999363,0.00006018522,0.0000286635,0.0001162694,0.0001396727,0.0002922307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001444689,0.00004978773,0.8249515,0.00006562493,0.0001347567,0.00004336585,0.003184156,0.001532497,0.1608026,0.0004165507,0.0006292912,0.006745209],"study_design_scores_gemma":[0.0006900085,0.00003122065,0.9968472,0.00009168091,0.00005361294,0.000004566372,0.0001527129,0.0001777685,0.0005688083,0.00009632717,0.00119527,0.0000908498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918477,0.0002885791,0.001990583,0.004361868,0.0009505988,0.0002721256,0.000001853206,0.00008313356,0.0002035909],"genre_scores_gemma":[0.9989814,0.00003285134,0.0002956493,0.0002336664,0.0003784826,0.00001536932,0.00003676025,0.00001386407,0.00001197319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1718957,"threshold_uncertainty_score":0.3141239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313886299887861,"score_gpt":0.2723162040883634,"score_spread":0.2591773410894848,"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."}}