{"id":"W2103275785","doi":"10.1016/j.ahj.2010.06.024","title":"A severity scoring system for risk assessment of patients with cardiogenic shock: A report from the SHOCK Trial and Registry","year":2010,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":155,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Paul's Hospital","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Cardiogenic shock; Internal medicine; Cardiology; Revascularization; Stroke (engine); Myocardial infarction; Ejection fraction; Framingham Risk Score; Surgery; Heart failure","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":[0.007497849,0.001307303,0.00236536,0.001461714,0.000500262,0.001575543,0.0007647663,0.0009074153,0.00112457],"category_scores_gemma":[0.01043661,0.0003361257,0.001733474,0.002218888,0.0003837424,0.001243309,0.001144813,0.001415019,0.0002524025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005067569,"about_ca_system_score_gemma":0.001006201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429555,"about_ca_topic_score_gemma":0.001509467,"domain_scores_codex":[0.9964011,0.001836769,0.0005144343,0.0003361407,0.0007441537,0.0001673783],"domain_scores_gemma":[0.9919667,0.002438803,0.002988946,0.0005969472,0.001210959,0.0007975872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01490618,0.0005126405,0.9625027,0.0001506574,0.002117523,0.00007067256,0.0000717798,0.0007320971,0.0008561691,0.0002922474,0.005275925,0.01251149],"study_design_scores_gemma":[0.006222264,0.001626729,0.983451,0.00006008264,0.002141023,0.0002703246,0.0001656559,0.003906391,0.0005018811,0.0005582795,0.001028679,0.00006771721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815947,0.001704313,0.003252588,0.001176471,0.000221954,0.0008318907,0.008772847,0.00005817929,0.002387117],"genre_scores_gemma":[0.967761,0.0009970136,0.004405688,0.0006102404,0.0003428637,0.001503958,0.02375298,0.00003832103,0.0005878971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007497849,"threshold_uncertainty_score":0.03965288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110314551668702,"score_gpt":0.2539813673066679,"score_spread":0.2428782217899809,"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."}}