{"id":"W4404364039","doi":"10.1161/circ.150.suppl_1.4139585","title":"Abstract 4139585: Differences in Health Care Utilization Prior to Cardiac Arrest Among Patients with Shockable versus Non-Shockable Rhythms","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health; University of British Columbia","funders":"","keywords":"Medicine; Emergency medicine; Rhythm; Medical emergency; Intensive care medicine; Gerontology; 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":[0.0002783845,0.0001445669,0.0002585092,0.0007271674,0.0003066007,0.0005274349,0.0003010767,0.000272803,0.00345482],"category_scores_gemma":[0.001290781,0.000131788,0.000316916,0.0009187523,0.0001643601,0.0001936098,0.0002684826,0.0003540482,0.0002476951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005847857,"about_ca_system_score_gemma":0.0004431551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04653436,"about_ca_topic_score_gemma":0.03938279,"domain_scores_codex":[0.9996915,0.00004705367,0.00004308201,0.00007749291,0.00007280424,0.00006802534],"domain_scores_gemma":[0.9991016,0.0001217138,0.0004674119,0.00003319159,0.00009173377,0.0001844628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009684311,0.00002438864,0.999065,0.00001009633,0.00002708116,0.00003711408,0.00003214478,0.00001136194,0.0001144204,0.000009382978,0.0001277377,0.0004444626],"study_design_scores_gemma":[0.00000460386,0.0000329812,0.999749,0.00000387202,0.00001000363,0.00004576921,0.00004719557,0.00003077331,0.00001570888,0.000004539613,0.00005441525,0.000001081404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986111,0.0001526088,0.00001909454,0.00003244901,0.000004782009,0.000005720925,0.0008276759,0.00000168642,0.0003448677],"genre_scores_gemma":[0.9990385,0.00006105612,0.00001846083,0.00001979165,0.000006511113,0.000006086366,0.0006964867,7.915722e-7,0.0001523093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04653436,"threshold_uncertainty_score":0.09252697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075767949281787,"score_gpt":0.2826667541004843,"score_spread":0.2619090746076664,"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."}}