{"id":"W2111036703","doi":"10.1586/14779072.2.2.193","title":"Impact of bariatric surgery on cardiac structure, function and clinical manifestations in morbid obesity","year":2004,"lang":"en","type":"review","venue":"Expert Review of Cardiovascular Therapy","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Obesity; Morbid obesity; Disease; Adipose tissue; Intensive care medicine; Weight loss; Heart failure; Surgery; Internal medicine","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":[0.0005210067,0.0005519124,0.001202885,0.001220822,0.0001340979,0.0005608907,0.0004311933,0.0006370798,0.001892275],"category_scores_gemma":[0.0007050645,0.0001375297,0.0003341011,0.00146135,0.0001837019,0.0004630024,0.0002667906,0.0005720305,0.0008725309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002610265,"about_ca_system_score_gemma":0.0006768981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046272,"about_ca_topic_score_gemma":0.002431655,"domain_scores_codex":[0.9998221,0.00004283783,0.00003204864,0.00002356794,0.00006765139,0.00001175437],"domain_scores_gemma":[0.999699,0.0001472825,0.00005733724,0.000005454228,0.00007391485,0.00001706516],"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":[0.0001143508,0.00008377306,0.0009239668,0.01428726,0.0001716795,0.0003584192,0.00004901496,0.0002108172,0.001010242,0.0005724787,0.008954808,0.9732631],"study_design_scores_gemma":[0.0001162791,0.001135138,0.02991075,0.02877892,0.00164851,0.01438884,0.0004279024,0.0003156586,0.001945716,0.002086452,0.9191821,0.00006384772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002127598,0.9991273,0.00003330698,0.0001203634,0.0000495334,0.000001849609,0.000006272418,0.000001818504,0.0004466528],"genre_scores_gemma":[0.001091309,0.9985425,0.00007338716,0.00006023828,0.000062147,0.000002222575,0.000009103939,3.122061e-7,0.0001587019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001892275,"threshold_uncertainty_score":0.006330252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05513646976358826,"score_gpt":0.3878738857324022,"score_spread":0.332737415968814,"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."}}