{"id":"W4402043290","doi":"10.1016/j.cjca.2024.08.281","title":"Unresolved Controversies in Revascularization for Cardiogenic Shock with Acute Myocardial Infarction","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"NYU Grossman School of Medicine; National Heart, Lung, and Blood Institute; Abbott Vascular; National Institutes of Health","keywords":"Medicine; Cardiogenic shock; Cardiology; Myocardial infarction; Revascularization; Internal medicine; Shock (circulatory); Myocardial revascularization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04845894,0.0006522419,0.002435314,0.002503335,0.003818414,0.01158268,0.005032655,0.01317215,0.01026889],"category_scores_gemma":[0.1297572,0.0006564726,0.002003903,0.002334221,0.01018589,0.009082698,0.00413125,0.02212665,0.002010873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00688001,"about_ca_system_score_gemma":0.01123352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007527776,"about_ca_topic_score_gemma":0.01547346,"domain_scores_codex":[0.979934,0.01020653,0.003649007,0.00169997,0.003043117,0.00146741],"domain_scores_gemma":[0.8877043,0.08727114,0.006142143,0.002289539,0.01141322,0.005179727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00219235,0.0006252347,0.0122727,0.007311348,0.001156854,0.00141877,0.003719422,0.00111084,0.0004692837,0.132205,0.1950061,0.6425121],"study_design_scores_gemma":[0.001929775,0.0009066865,0.02885153,0.04402929,0.001668784,0.002583087,0.01701699,0.00201779,0.000461611,0.3016857,0.5984315,0.0004173169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005130467,0.3196396,0.000712371,0.6557968,0.008628333,0.00003067408,0.0001372815,0.00001716058,0.009907321],"genre_scores_gemma":[0.2190416,0.2658257,0.003624978,0.3274132,0.1815954,0.0002790987,0.0003834193,0.00007854907,0.001757888],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04845894,"threshold_uncertainty_score":0.2562785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008081301136201579,"score_gpt":0.202251076418565,"score_spread":0.1941697752823634,"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."}}