{"id":"W4387032785","doi":"10.1161/circinterventions.123.013007","title":"Clinical Features and Outcomes Among Patients With Refractory Out-of-Hospital Cardiac Arrest and an Initial Shockable Rhythm","year":2023,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Jubilee Hospital","funders":"","keywords":"Medicine; Ventricular fibrillation; Cardiology; Cardiogenic shock; Internal medicine; Pulseless electrical activity; Refractory (planetary science); Ventricular tachycardia; Coronary artery disease; Amiodarone; Cardiopulmonary resuscitation; Atrial fibrillation; Anesthesia; Resuscitation; Myocardial infarction","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":[0.0006690198,0.0001700714,0.0006218867,0.0001951805,0.0001375211,0.00004340164,0.00003839424,0.000151741,0.000007534074],"category_scores_gemma":[0.0002265673,0.000142652,0.001165098,0.0002281074,0.0002540852,0.0003072126,0.00005665055,0.0002056646,0.000006882516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000307717,"about_ca_system_score_gemma":0.00003534726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004955346,"about_ca_topic_score_gemma":0.00002385877,"domain_scores_codex":[0.9982976,0.0002164563,0.0004558164,0.000394844,0.0004554992,0.0001797483],"domain_scores_gemma":[0.9988572,0.00009908072,0.0001330062,0.0004404689,0.0002963773,0.0001738675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003664869,0.0001576409,0.9858351,0.0001956054,0.002092412,0.00001380949,0.0003412317,0.0001501634,0.000004026429,0.00006082131,0.0002138044,0.01089867],"study_design_scores_gemma":[0.001732907,0.0002175615,0.9952947,0.000269579,0.001087169,7.643765e-7,0.0003083645,0.0000721794,0.000003701824,0.00005085128,0.000797606,0.0001646521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936193,0.0006777236,0.0006522411,0.0000481553,0.003901465,0.0006659564,0.00005482038,0.0001019905,0.0002783795],"genre_scores_gemma":[0.9986534,0.0001285694,0.0001571988,0.00001013221,0.0004069472,0.00004129539,0.0005253199,0.00003286986,0.00004428731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01073402,"threshold_uncertainty_score":0.5817182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753979226397477,"score_gpt":0.3341672652843486,"score_spread":0.3066274730203738,"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."}}