{"id":"W2802997540","doi":"10.7759/cureus.2626","title":"Risk Factors and Management of Takotsubo Cardiomyopathy","year":2018,"lang":"en","type":"article","venue":"Cureus","topic":"Takotsubo Cardiomyopathy and Associated Phenomena","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Cardiogenic shock; Cardiomyopathy; Cardiology; Internal medicine; Chest pain; Hypokinesia; Cardiac catheterization; Coronary artery disease; Troponin; Heart failure; Myocardial infarction","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002003908,0.0001487,0.0003474673,0.00005172766,0.00007815642,0.000008742194,0.00006928568,0.00007121972,0.00006728023],"category_scores_gemma":[0.00002629225,0.0001181258,0.0001231622,0.0001767021,0.0001501576,0.00005284992,0.00007509828,0.0001006903,0.00001944685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004850365,"about_ca_system_score_gemma":0.00001514464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001076723,"about_ca_topic_score_gemma":0.000004764496,"domain_scores_codex":[0.9991034,0.00003924754,0.0001962258,0.0002329047,0.0002114313,0.0002167937],"domain_scores_gemma":[0.9993214,0.00002538956,0.0001153601,0.0003228577,0.00009017766,0.0001248103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000165158,0.0002062242,0.9744555,0.0002912163,0.001756225,0.00007318229,0.003301691,0.000001384253,0.001570754,0.003850891,0.002173435,0.01215427],"study_design_scores_gemma":[0.001449257,0.0005726381,0.9752637,0.0001184638,0.0007936672,0.00001699547,0.001177439,0.00002056047,0.004907191,0.0005978488,0.01488621,0.0001960164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583919,0.00136462,0.000136724,0.00004008496,0.0002771459,0.0002420241,0.00004519882,0.0000557575,0.03944655],"genre_scores_gemma":[0.9978496,0.001011145,0.0005048729,0.00003139564,0.0002221345,0.000007560167,0.00001145914,0.0000189423,0.0003429359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03945766,"threshold_uncertainty_score":0.4817031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428049961202061,"score_gpt":0.2517006614330846,"score_spread":0.237420161821064,"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."}}