{"id":"W4312067077","doi":"10.1161/cir.0000000000001116","title":"Late-Breaking Science Abstracts and Featured Science Abstracts From the American Heart Association's Scientific Sessions 2022 and Late-Breaking Abstracts in Resuscitation Science From the Resuscitation Science Symposium 2022","year":2022,"lang":"en","type":"review","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University Health Network; St. Michael's Hospital","funders":"","keywords":"Resuscitation; Medicine; Association (psychology); Translational science; Emergency medicine; Psychology; Psychotherapist; Pathology","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":[0.05189548,0.00233861,0.003079693,0.006811724,0.002755098,0.01534077,0.003077261,0.0068284,0.2829733],"category_scores_gemma":[0.09062407,0.001146591,0.004022518,0.00567008,0.001243126,0.00459698,0.005481138,0.006984689,0.08249417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004104109,"about_ca_system_score_gemma":0.01231928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001108061,"about_ca_topic_score_gemma":0.001765085,"domain_scores_codex":[0.9741424,0.008478913,0.003437961,0.001203553,0.01101164,0.001725591],"domain_scores_gemma":[0.879796,0.03121964,0.01775015,0.004360581,0.05083586,0.01603778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001161357,0.000116463,0.0004502997,0.004056628,0.000158717,0.00004045929,0.00004405562,0.00005469185,0.0003363276,0.0007853404,0.9510926,0.04170302],"study_design_scores_gemma":[0.001628704,0.0003877152,0.004081766,0.004698767,0.0002758293,0.00008372716,0.00008717929,0.000246282,0.0005141491,0.00350634,0.9844298,0.00005975334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.005679377,0.09996118,0.006651148,0.2310946,0.4187169,0.01010572,0.06791181,0.00234075,0.1575384],"genre_scores_gemma":[0.04165497,0.08155632,0.01001498,0.1144195,0.329191,0.01884944,0.05771831,0.002347197,0.3442482],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2829733,"threshold_uncertainty_score":0.9466401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02909723521074577,"score_gpt":0.3265614296808536,"score_spread":0.2974641944701078,"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."}}