{"id":"W2886111801","doi":"10.1016/j.gheart.2018.07.001","title":"Initial Rhythm and Resuscitation Outcomes for Patients Developing Cardiac Arrest in Hospital","year":2018,"lang":"en","type":"article","venue":"Global Heart","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"AstraZeneca","keywords":"Medicine; Resuscitation; Clinical death; Rhythm; Cardiopulmonary resuscitation; Emergency medicine; Cardiology; Intensive care medicine; Medical emergency; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000131775,0.00009557993,0.0002146525,0.00004610385,0.00007682526,0.00001951488,0.00001644202,0.00007332766,0.000001462561],"category_scores_gemma":[0.0002708561,0.00008462986,0.00006888227,0.0001543676,0.00008078456,0.00009912671,0.00002321782,0.00004401602,0.00001906235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219262,"about_ca_system_score_gemma":0.0000792063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000647092,"about_ca_topic_score_gemma":0.00005054937,"domain_scores_codex":[0.9992231,0.0000246685,0.0001845571,0.0001961769,0.0001679341,0.0002035991],"domain_scores_gemma":[0.9995744,0.0000572193,0.00003235348,0.00008824288,0.0001765574,0.0000711963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001635198,0.00004633755,0.9912966,0.00004798833,0.00002193705,0.000002109101,0.0002554344,1.716402e-7,0.000009932582,0.0005933598,0.003566431,0.003996133],"study_design_scores_gemma":[0.001547625,0.0002457285,0.988879,0.00008533664,0.00002116392,5.483094e-7,0.0001139779,0.0000194742,0.00003644771,0.0006494938,0.008297365,0.0001037854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920338,0.00003609124,0.0001246853,0.00167084,0.004500162,0.0006366221,0.00005383845,0.0000279353,0.000915984],"genre_scores_gemma":[0.9959922,0.00000683653,0.003033047,0.0002722251,0.0005599266,0.0000321176,0.00008486537,0.000007686366,0.00001110677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004730935,"threshold_uncertainty_score":0.3451106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243525176751802,"score_gpt":0.3171704062429098,"score_spread":0.3047351544753917,"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."}}