{"id":"W4292133358","doi":"10.1016/j.cjca.2022.08.005","title":"Understanding Etiologies of Cardiac Arrest: Seeking Definitional Clarity","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Sudden cardiac death; CLARITY; Operationalization; Schema (genetic algorithms); Cause of death; Sudden cardiac arrest; Population; Public health; Intensive care medicine; Cardiology; Disease; Pathology; Environmental health; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08801562,0.0009907443,0.00252518,0.011091,0.005536228,0.01627051,0.007477385,0.005998157,0.001787998],"category_scores_gemma":[0.1826348,0.001286056,0.001990322,0.00329144,0.02931729,0.03180759,0.01128928,0.01817015,0.0003825732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01264713,"about_ca_system_score_gemma":0.03703943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0169869,"about_ca_topic_score_gemma":0.01893191,"domain_scores_codex":[0.9601495,0.0245867,0.006508385,0.002739569,0.004292191,0.001723671],"domain_scores_gemma":[0.802321,0.1427356,0.01418717,0.008675423,0.02749009,0.004590701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008760334,0.0001169426,0.01803638,0.001811228,0.0001609627,0.0006916177,0.043585,0.0007600039,0.0004545172,0.8482878,0.009777172,0.07623092],"study_design_scores_gemma":[0.000038821,0.00006726116,0.007557422,0.01191966,0.0001592599,0.001987671,0.05966194,0.002312861,0.0003291737,0.8462387,0.06960315,0.0001240465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04037225,0.1155248,0.1603478,0.6421843,0.005193085,0.0003981859,0.0004883479,0.0001139907,0.03537717],"genre_scores_gemma":[0.7242272,0.05790156,0.1329936,0.07396112,0.007973092,0.000788003,0.001006348,0.0001680245,0.0009808997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08801562,"threshold_uncertainty_score":0.4654767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08078920607044965,"score_gpt":0.2711228064951419,"score_spread":0.1903336004246923,"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."}}