{"id":"W2945771063","doi":"10.1002/ccd.28329","title":"SCAI clinical expert consensus statement on the classification of cardiogenic shock","year":2019,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1014,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Cardiogenic shock; Medicine; Intensive care medicine; Myocardial infarction; Intensive care; Psychological intervention; Cardiology; Internal medicine; Medical emergency; Nursing","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":[0.04567228,0.002596613,0.004528165,0.01020436,0.002592713,0.004382326,0.008815866,0.007810296,0.004569359],"category_scores_gemma":[0.05566327,0.001028888,0.006026094,0.005079352,0.003095603,0.00190181,0.004251411,0.008721544,0.005492433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005958521,"about_ca_system_score_gemma":0.01990212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0139954,"about_ca_topic_score_gemma":0.009037281,"domain_scores_codex":[0.9762356,0.008937758,0.00738774,0.0009361096,0.005431786,0.001071151],"domain_scores_gemma":[0.9138685,0.01803745,0.00909339,0.002134572,0.05235397,0.004512141],"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":[0.0005919267,0.0002587125,0.0113716,0.008138477,0.0007122127,0.0009106334,0.000807418,0.003363092,0.001372313,0.009714006,0.7431307,0.2196289],"study_design_scores_gemma":[0.001350557,0.0007395681,0.05704937,0.05232459,0.002172628,0.003728774,0.00253682,0.009692765,0.003072062,0.03516834,0.8315757,0.0005888967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02103404,0.1784508,0.1861861,0.3737209,0.07135265,0.02340984,0.02677446,0.002766971,0.1163043],"genre_scores_gemma":[0.1324299,0.1337958,0.4763534,0.06514687,0.03014645,0.03816711,0.08764673,0.001152953,0.03516074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04567228,"threshold_uncertainty_score":0.241541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06873049936058886,"score_gpt":0.2995416542185546,"score_spread":0.2308111548579657,"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."}}