{"id":"W4401283166","doi":"10.1007/s11695-024-07405-z","title":"Sacred Sharing Circles: Urban Indigenous Experience with Bariatric Surgery in Manitoba","year":2024,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Indigenous; Comorbidity; Obesity; Weight loss; Obesity Surgery; General surgery; Health care; Type 2 diabetes; Diabetes mellitus; Surgery; Gastric bypass; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002473893,0.0001970389,0.0003875114,0.0007033495,0.003021737,0.0003368746,0.0002888734,0.0001971738,0.0001328151],"category_scores_gemma":[0.00002822835,0.0001766825,0.0001324966,0.001657002,0.0001996251,0.000619792,0.000003696926,0.0002795513,0.0001510006],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007235529,"about_ca_system_score_gemma":0.01497341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3157836,"about_ca_topic_score_gemma":0.7669781,"domain_scores_codex":[0.9971395,0.0002747842,0.0004605136,0.0005707699,0.0005875342,0.0009669382],"domain_scores_gemma":[0.9980772,0.001166908,0.0001007342,0.0003173285,0.00009136269,0.0002465081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001035322,0.0001398997,0.597721,0.0001269367,0.00001242029,0.0001564707,0.3979135,0.000001801684,9.15474e-7,0.002761703,0.0004079959,0.0007470947],"study_design_scores_gemma":[0.0001027257,0.0000275559,0.577336,0.0007737507,0.00003768664,0.00003373502,0.0489865,0.00002487355,0.0001260346,0.0009448377,0.3705664,0.001039966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847808,0.00204561,0.00003708572,0.00008528398,0.00214398,0.0004345046,0.000004955151,0.0002539572,0.0102138],"genre_scores_gemma":[0.9930161,0.004109771,0.00003464952,0.00004786377,0.001093347,0.00001678077,0.00001822666,0.00003121547,0.001632109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4511945,"threshold_uncertainty_score":0.9982762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524373261150552,"score_gpt":0.2686527140357635,"score_spread":0.243408981424258,"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."}}