{"id":"W3208894360","doi":"10.1161/jaha.121.021570","title":"Implications of Myocardial Infarction on Management and Outcome in Cardiogenic Shock","year":2021,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Cardiogenic shock; Myocardial infarction; Dobutamine; Clinical endpoint; Inotrope; Circulatory system; Randomized controlled trial; Myocardial infarction complications; Milrinone","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002565085,0.0003498663,0.0006835522,0.000246608,0.0002681498,0.0006388622,0.000288621,0.0005252485,0.001242269],"category_scores_gemma":[0.006266457,0.0001093163,0.00092707,0.0003736529,0.0003219761,0.0002939308,0.0003792656,0.001020547,0.00009792481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000316817,"about_ca_system_score_gemma":0.0003590014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005227338,"about_ca_topic_score_gemma":0.0008345398,"domain_scores_codex":[0.9987243,0.0007712219,0.00008440923,0.0001174457,0.0001384976,0.0001641852],"domain_scores_gemma":[0.9963069,0.001890983,0.001077142,0.0001347183,0.0001328434,0.0004574173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04221391,0.001035833,0.8912756,0.0008857824,0.004029999,0.0002800777,0.00009589477,0.0007740121,0.001172032,0.0004928996,0.001877329,0.05586648],"study_design_scores_gemma":[0.001661653,0.003772549,0.9905642,0.0001258413,0.001586946,0.0001719312,0.00006295212,0.0003736257,0.0002703173,0.0006013921,0.0007960039,0.00001258427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696717,0.0246131,0.0001903679,0.001976236,0.0001618927,0.00006243933,0.0004260638,0.000005695598,0.002892444],"genre_scores_gemma":[0.996094,0.002614941,0.0000827462,0.0003799496,0.0004099523,0.00003803772,0.0002671213,0.000001615778,0.0001117121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002565085,"threshold_uncertainty_score":0.01356566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336455033971836,"score_gpt":0.2554912203251785,"score_spread":0.2421266699854601,"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."}}