{"id":"W4318814068","doi":"10.2139/ssrn.4246759","title":"Characteristics, Therapies, and Outcomes of In-Hospital vs Out-of-Hospital Cardiac Arrest in Patients Presenting to Cardiac Intensive Care Units: From the Critical Care Cardiology Trials Network (CCCTN)","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Toronto; University of Alberta; Toronto General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Intensive care unit; Intensive care medicine; Intensive care; Emergency medicine; Cardiology; 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":[0.002261499,0.0004949247,0.001346548,0.0003986449,0.0005211271,0.001284118,0.0006715194,0.001390697,0.003384128],"category_scores_gemma":[0.00711321,0.000387398,0.00191825,0.00088207,0.0004751341,0.001450702,0.0006776733,0.001712516,0.0002473677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006937492,"about_ca_system_score_gemma":0.0007247874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002489667,"about_ca_topic_score_gemma":0.006671573,"domain_scores_codex":[0.9981257,0.0008140487,0.0002538953,0.0003826527,0.0001808306,0.0002427835],"domain_scores_gemma":[0.9958105,0.00181449,0.001223052,0.0002687634,0.0002775989,0.0006056383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2259151,0.002295874,0.7388013,0.001042544,0.01406918,0.0001744311,0.0003697213,0.0005764277,0.0008241526,0.0003152791,0.00486119,0.0107548],"study_design_scores_gemma":[0.02414549,0.009151579,0.9568373,0.0002636113,0.00561015,0.0002025924,0.0005575529,0.0006156291,0.0002139639,0.0004419369,0.001865603,0.00009459638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915494,0.003414204,0.0001059797,0.0003385157,0.0001116495,0.0001244391,0.00320816,0.000005507522,0.001142016],"genre_scores_gemma":[0.9938969,0.0007977446,0.0001294278,0.0004266452,0.0001805539,0.0002711386,0.003838695,0.000008154379,0.0004508418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003384128,"threshold_uncertainty_score":0.01196015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155459875846857,"score_gpt":0.2803347057364501,"score_spread":0.2687801069779815,"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."}}