{"id":"W2347025188","doi":"10.1056/em201007300000001","title":"Cardiac Arrests Witnessed by Prehospital Providers Have Better Outcomes","year":2010,"lang":"en","type":"article","venue":"Journal watch","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Emergency medical services; Emergency medicine; Medical emergency; Population; Resuscitation; Cohort; Prospective cohort study; Internal medicine","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":[0.0004124306,0.0002620936,0.0002293962,0.000476442,0.0006975051,0.0007034457,0.000293178,0.0005642435,0.001438859],"category_scores_gemma":[0.002485502,0.0001899614,0.0005046155,0.000621095,0.0002958821,0.0003674766,0.0003549069,0.0008901666,0.0001743916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000892861,"about_ca_system_score_gemma":0.00165383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1316994,"about_ca_topic_score_gemma":0.1962687,"domain_scores_codex":[0.9996619,0.00003922235,0.00002999812,0.0000859556,0.0000756682,0.0001072247],"domain_scores_gemma":[0.9981279,0.0001609121,0.0008502155,0.0001088036,0.0003905559,0.0003616584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004401033,0.00002279388,0.9989476,0.000004369011,0.00005091028,0.00003124054,0.00007308755,0.00002133921,0.00007717684,0.0000118735,0.0001370563,0.0005785913],"study_design_scores_gemma":[0.000005356905,0.0000355531,0.9996234,0.000003257237,0.00001639186,0.00004862593,0.0001313767,0.00002864231,0.0000169377,0.000007564721,0.00008044525,0.000002421515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987581,0.0001270579,0.00002606775,0.00008993516,0.00001357884,0.000008379365,0.0003768804,0.000002640529,0.000597404],"genre_scores_gemma":[0.9992276,0.00009986301,0.00002919207,0.00004063014,0.00001043544,0.000002619023,0.0004325213,0.000001146835,0.0001559085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1316994,"threshold_uncertainty_score":0.2618656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00469302538534336,"score_gpt":0.26065000558709,"score_spread":0.2559569802017466,"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."}}