{"id":"W4405463777","doi":"10.1097/as9.0000000000000531","title":"The Obesity Paradox Revisited: Is Obesity Still a Protective Factor for Patients With High Comorbidity Burden or High-Complexity Procedures?","year":2024,"lang":"en","type":"article","venue":"Annals of Surgery Open","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Comorbidity; Medicine; Body mass index; Obesity; Odds ratio; Obesity paradox; Confidence interval; Odds; Context (archaeology); Internal medicine; Cohort; Overweight; Logistic regression","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":[0.0110155,0.0004969614,0.001270804,0.001497852,0.0005375207,0.002004893,0.001533006,0.001280149,0.002278699],"category_scores_gemma":[0.03684567,0.0003575791,0.001143302,0.002576787,0.002034115,0.002947107,0.002099399,0.003138524,0.0002303005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005210673,"about_ca_system_score_gemma":0.002044879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004927544,"about_ca_topic_score_gemma":0.005328593,"domain_scores_codex":[0.9971302,0.001238309,0.0002711191,0.0006510046,0.000493406,0.000215916],"domain_scores_gemma":[0.9757794,0.01195446,0.007490744,0.001530398,0.001314572,0.001930492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005931632,0.00007287608,0.9650795,0.0003465822,0.00106634,0.0003106544,0.0004361316,0.0004144013,0.0002391817,0.00367815,0.002295344,0.02546764],"study_design_scores_gemma":[0.0001253891,0.0003245427,0.9679833,0.0007878681,0.001061374,0.001002382,0.00221528,0.004621071,0.0001406097,0.01823433,0.003445506,0.00005829382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8485851,0.0484735,0.005006205,0.09368661,0.0007729376,0.00002467821,0.0009484849,0.00003503535,0.002467362],"genre_scores_gemma":[0.9883144,0.004659756,0.0009583547,0.004600346,0.001098193,0.0000102786,0.0002396539,0.00001503582,0.0001040696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0110155,"threshold_uncertainty_score":0.05825627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1338738123617066,"score_gpt":0.3520306387235372,"score_spread":0.2181568263618306,"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."}}