{"id":"W3025484337","doi":"10.1016/j.resuscitation.2020.05.004","title":"Prognostication with point-of-care echocardiography during cardiac arrest: A systematic review","year":2020,"lang":"en","type":"review","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto","funders":"National Institute for Health and Care Research","keywords":"Medicine; Intensive care medicine; Cardiology; Point of care; Medical emergency; Internal medicine; 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":[0.003323407,0.001535696,0.008186319,0.003865401,0.0004044059,0.002019174,0.00153266,0.001936673,0.004814425],"category_scores_gemma":[0.02439101,0.0009696475,0.008910959,0.005109333,0.0005869432,0.002106967,0.001289619,0.001576842,0.0003788912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322559,"about_ca_system_score_gemma":0.004366555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008025231,"about_ca_topic_score_gemma":0.02435517,"domain_scores_codex":[0.9973816,0.0006643495,0.00112124,0.0003757868,0.0003462603,0.0001108167],"domain_scores_gemma":[0.9872251,0.00954417,0.002195754,0.0001561529,0.0007280177,0.0001507543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005782085,0.00003480432,0.003244746,0.9146705,0.04051846,0.00008904503,0.0001329266,0.0001545823,0.000122208,0.0001234652,0.001942466,0.0383885],"study_design_scores_gemma":[0.001193559,0.0003583097,0.01437607,0.5181211,0.4533258,0.0004030651,0.0003537494,0.0001992013,0.0001522767,0.0004312969,0.01097264,0.0001129693],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001120522,0.9981823,0.0000889131,0.00009672664,0.00009039039,0.00007159933,0.0002579689,0.000004590538,0.00008700904],"genre_scores_gemma":[0.0196095,0.9790679,0.000399589,0.0004016323,0.0001065569,0.0001264398,0.0002132493,0.000003955544,0.00007120879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008186319,"threshold_uncertainty_score":0.01757604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411270958193596,"score_gpt":0.2938761613223465,"score_spread":0.2797634517404106,"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."}}