{"id":"W2771456898","doi":"10.1016/j.cjca.2017.11.013","title":"Cardiac Intensive Care Unit Management of Patients After Cardiac Arrest: Now the Real Work Begins","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre; St. Paul's Hospital; University Health Network; University of Toronto; University of British Columbia","funders":"","keywords":"Medicine; Return of spontaneous circulation; Resuscitation; Intensive care medicine; Intensive care unit; Targeted temperature management; Percutaneous coronary intervention; Quality of life (healthcare); Advanced cardiac life support; Cardiopulmonary resuscitation; Cardiology; Emergency medicine; Nursing; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005512024,0.0004677977,0.003736409,0.0005304256,0.000191011,0.00003923092,0.0004961318,0.0005214019,0.000007922989],"category_scores_gemma":[0.000189453,0.0003039532,0.003079938,0.0002626225,0.0005883874,0.00006301115,0.00007826659,0.0009549822,0.00002971143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005102391,"about_ca_system_score_gemma":0.002282027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002882025,"about_ca_topic_score_gemma":0.0002250831,"domain_scores_codex":[0.9971873,0.0005937785,0.0009724611,0.0003126079,0.0003866147,0.0005472733],"domain_scores_gemma":[0.9947666,0.0001701648,0.001130592,0.001000876,0.00228038,0.0006513952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001964765,0.000003123353,0.1388807,0.008570269,0.0109672,0.001269468,0.001077243,0.0000198305,3.270381e-8,0.00006676908,0.03598244,0.8029664],"study_design_scores_gemma":[0.0003504434,0.00009784212,0.1262254,0.008158647,0.007493343,0.000009081306,0.001018759,1.481689e-8,7.113726e-8,0.000006951294,0.8564243,0.0002151971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001101553,0.9674566,0.000007798559,0.0001394075,0.01844238,0.001157706,0.0006148941,0.000004779951,0.01107482],"genre_scores_gemma":[0.0241617,0.9715866,0.00002721396,0.00004249089,0.003544742,0.00005470823,0.0003005525,0.00007348447,0.0002085463],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8204418,"threshold_uncertainty_score":0.9999412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03763433469396237,"score_gpt":0.3144427176683593,"score_spread":0.2768083829743969,"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."}}