{"id":"W4392139055","doi":"10.1007/s11695-024-07089-5","title":"Experiences and Outcomes of Indigenous Patients Undergoing Bariatric Surgery: a Mixed-Method Scoping Review","year":2024,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Medicine; Obesity; Indigenous; Attendance; Weight loss; Diabetes mellitus; Quality of life (healthcare); Disease; Intervention (counseling); Type 2 diabetes; Surgery; Gerontology; Internal medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00229967,0.0002855122,0.001571254,0.0005808523,0.0001387766,0.00004733651,0.00007084649,0.0001400898,0.0001856236],"category_scores_gemma":[0.002320515,0.0002274973,0.0005438655,0.001028246,0.00007000587,0.0002641348,0.00009035008,0.0001969109,0.00001920674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005636116,"about_ca_system_score_gemma":0.0008271249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000933387,"about_ca_topic_score_gemma":0.00001675444,"domain_scores_codex":[0.9973799,0.0002895422,0.0009377899,0.0004840873,0.000482367,0.0004263083],"domain_scores_gemma":[0.9890278,0.01011497,0.0002228917,0.0003348449,0.0001023382,0.0001971443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001644365,0.0001299006,0.9522591,0.01583988,0.0001354479,0.00007970865,0.0007597944,1.445766e-7,0.000002764755,0.00002078862,0.00182815,0.02892784],"study_design_scores_gemma":[0.0001913509,0.00003722783,0.964144,0.03369879,0.0004567025,0.00007013274,0.0003618139,0.00001035307,0.0003161499,0.00005511421,0.0002792626,0.0003791075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9211802,0.07567076,0.0002106433,0.0003319956,0.001763647,0.0005622862,0.000007222988,0.000136645,0.0001365986],"genre_scores_gemma":[0.9718136,0.0263398,0.0006380142,0.0007857648,0.0001189132,0.0000573105,0.00003555408,0.00003903047,0.0001719984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05063341,"threshold_uncertainty_score":0.9277072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354016017873312,"score_gpt":0.3043830203051924,"score_spread":0.2808428601264593,"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."}}