{"id":"W4379260976","doi":"10.14503/thij-21-7775","title":"Does the Type of Chronic Heart Failure Impact In-Hospital Outcomes for Aortic Valve Replacement Procedures?","year":2023,"lang":"en","type":"article","venue":"Texas Heart Institute Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Aortic valve replacement; Cardiogenic shock; Heart failure; Odds ratio; Myocardial infarction; Diastole; Valve replacement; Aortic valve; Stenosis; Surgery; Blood pressure","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":[0.001778944,0.0002559552,0.0003991927,0.000763814,0.000394936,0.001168729,0.0005535004,0.000704509,0.002254356],"category_scores_gemma":[0.007949967,0.0001625773,0.001002613,0.0009126085,0.0003840883,0.000706414,0.0005903038,0.0008474471,0.0002417926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004898001,"about_ca_system_score_gemma":0.0005505276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003094716,"about_ca_topic_score_gemma":0.006042654,"domain_scores_codex":[0.9990641,0.0002906426,0.0001533777,0.0001627888,0.000127492,0.0002016491],"domain_scores_gemma":[0.9934304,0.001239025,0.003721362,0.0002296445,0.000398957,0.0009805964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006531362,0.00002379512,0.9989007,0.00001330217,0.00008582177,0.00001495211,0.0000139965,0.00002577749,0.00001521507,0.00001222698,0.00005827601,0.000770586],"study_design_scores_gemma":[0.000005967831,0.00005543632,0.9994358,0.00002107785,0.00004558258,0.00008110675,0.00009175309,0.0001347347,0.00001145469,0.000033761,0.00008026418,0.000002982662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970624,0.001013118,0.0001451341,0.0004159099,0.00003766146,0.00001007827,0.0005578334,0.000002753297,0.0007550757],"genre_scores_gemma":[0.9993657,0.0001520222,0.00005183068,0.00007227931,0.00004905578,0.000004547906,0.0002630024,0.000001416523,0.0000400203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003094716,"threshold_uncertainty_score":0.009408057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858601806545486,"score_gpt":0.3737972715369155,"score_spread":0.3552112534714607,"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."}}