{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003479281,0.0001833624,0.0002035348,0.0004935869,0.0004063704,0.0005275154,0.0001926141,0.0002355988,0.002128337],"category_scores_gemma":[0.001950922,0.00009710901,0.0002719972,0.0004663473,0.000175371,0.0003340792,0.000385136,0.0005859257,0.0001975623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004439728,"about_ca_system_score_gemma":0.0004266127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00180355,"about_ca_topic_score_gemma":0.003113155,"domain_scores_codex":[0.9997877,0.0000348214,0.00003571624,0.00003412435,0.0000308214,0.0000767246],"domain_scores_gemma":[0.998428,0.0001225518,0.0009833494,0.0000243666,0.0001195,0.0003223004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008004691,0.00002864971,0.9989572,0.00000925553,0.00001308104,0.00008594892,0.00005458538,0.00002131745,0.00006189688,0.00000695584,0.00009511536,0.0005860016],"study_design_scores_gemma":[0.000007571252,0.0001643753,0.9989505,0.00001629243,0.00001367403,0.0002976604,0.0003397179,0.00006593383,0.00003860645,0.00001659383,0.00008469116,0.000004317303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992201,0.0001555522,0.00001665289,0.00005628095,0.000005067063,0.000009775891,0.0002101549,0.000001214811,0.0003250702],"genre_scores_gemma":[0.999662,0.00006310485,0.00001393428,0.0000122348,0.000004186967,0.00000466223,0.0001985867,4.055499e-7,0.00004090204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002128337,"threshold_uncertainty_score":0.007119954,"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."}}