{"id":"W4413563062","doi":"10.64628/aam.5enx4ejq3","title":"The obesity paradox: Obese patients fare better than others after heart surgery","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Obesity; Medicine; Cardiology; 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":[0.002078942,0.0003292308,0.0005977229,0.000742683,0.0004198035,0.001310789,0.0003576816,0.001206279,0.01341766],"category_scores_gemma":[0.01382151,0.0001381921,0.0002975448,0.001085855,0.0007419466,0.001666156,0.0009706288,0.001449304,0.001311568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002495968,"about_ca_system_score_gemma":0.0006126156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00362187,"about_ca_topic_score_gemma":0.003614869,"domain_scores_codex":[0.9996251,0.0001584959,0.00002037727,0.00006320653,0.00007496426,0.00005782947],"domain_scores_gemma":[0.9956291,0.002484851,0.0006503005,0.0002571992,0.0003026836,0.0006759902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007132859,0.0008285304,0.449984,0.0008713658,0.001359921,0.001340666,0.002853782,0.001460834,0.0017535,0.05493995,0.2488908,0.2285839],"study_design_scores_gemma":[0.0008473006,0.0006531435,0.8060753,0.0006526031,0.0006013919,0.000969484,0.003871444,0.002385728,0.0003312762,0.1590263,0.02451668,0.0000692667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6982794,0.01815569,0.001710563,0.2388736,0.003426838,0.00001602228,0.005439652,0.00008325028,0.03401513],"genre_scores_gemma":[0.971607,0.005518738,0.0005261488,0.01316665,0.003143603,0.00001627516,0.00104407,0.0000600914,0.004917423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01341766,"threshold_uncertainty_score":0.04488653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460257348201025,"score_gpt":0.2617562141573277,"score_spread":0.2371536406753175,"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."}}