{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003102349,0.0001691388,0.0003551402,0.00005755017,0.0001656738,0.0001055928,0.00008309469,0.0001482657,0.00007989099],"category_scores_gemma":[0.0001717086,0.0001143809,0.0003538812,0.00007414292,0.00008275421,0.0002363886,0.00002383904,0.0008626012,0.00006019277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005866768,"about_ca_system_score_gemma":0.0001032859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003301321,"about_ca_topic_score_gemma":0.00001310412,"domain_scores_codex":[0.9986947,0.0000396656,0.0002933048,0.0001785558,0.0004947263,0.0002991095],"domain_scores_gemma":[0.9991329,0.00007209917,0.0001293839,0.0002188183,0.0001611526,0.0002856323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006324219,0.00007167866,0.7624248,0.00002436898,0.0001787277,0.00006177078,0.0005857305,0.00000161992,0.0360153,0.000005979055,0.1977366,0.002830173],"study_design_scores_gemma":[0.002037385,0.0001072126,0.842985,0.00005947194,0.000249643,0.00007635238,0.0004374742,0.00002332374,0.004972164,0.000421622,0.1483566,0.0002737789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359926,0.00009376511,0.00006845313,0.0564341,0.006042149,0.0002921087,0.000008421167,0.00003587384,0.001032555],"genre_scores_gemma":[0.9947113,0.00006057556,0.0004907004,0.0006370128,0.001649927,0.00001261715,0.00002253791,0.0000332775,0.002381991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08056015,"threshold_uncertainty_score":0.4664319,"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."}}