{"id":"W1495825363","doi":"","title":"Santa Barbara Ambulance Response for 2006: Performance under load","year":2007,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chain of survival; Population; Emergency medical services; Myocardial infarction; Emergency response; Emergency medicine; Medical emergency; Basic life support; Internal medicine; Resuscitation; Cardiopulmonary resuscitation","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":[],"consensus_categories":[],"category_scores_codex":[0.001118394,0.0004084926,0.0003098188,0.0006129768,0.001332187,0.001719805,0.001110574,0.0005384681,0.01203668],"category_scores_gemma":[0.005805388,0.0002209853,0.0001889947,0.0009580567,0.0002421359,0.0005071459,0.0009984937,0.0009272419,0.0029275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003978794,"about_ca_system_score_gemma":0.003802007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1521323,"about_ca_topic_score_gemma":0.2180426,"domain_scores_codex":[0.9988205,0.0002720471,0.0001111687,0.0001510415,0.0002822833,0.0003629364],"domain_scores_gemma":[0.995692,0.0002910877,0.0007247318,0.0001914164,0.001118088,0.001982649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001298,0.001082335,0.673031,0.0001812182,0.0001088089,0.0004079384,0.001281943,0.001999137,0.001003791,0.0004549158,0.2302111,0.08893988],"study_design_scores_gemma":[0.00006787034,0.0005375358,0.9621149,0.0001089969,0.00002842268,0.0001563577,0.002288152,0.001774349,0.000321127,0.0000901412,0.0324705,0.00004163576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9100798,0.0004937169,0.0003849635,0.01124547,0.0003185257,0.0004384388,0.02136005,0.0004406012,0.05523847],"genre_scores_gemma":[0.9710479,0.0005013972,0.001506306,0.001040959,0.0002562155,0.0003372332,0.01239556,0.00008801235,0.01282646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1521323,"threshold_uncertainty_score":0.3024935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337094864834095,"score_gpt":0.2506338180295318,"score_spread":0.2372628693811908,"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."}}