{"id":"W4393471908","doi":"10.1007/s11695-024-07201-9","title":"Predictors of Chronic Pain 6 Months and 1 Year After Bariatric Surgery","year":2024,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Chronic pain; Obesity Surgery; Surgery; Obesity; General surgery; Gastric bypass; Weight loss; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002391019,0.0002172126,0.0007439356,0.0005938681,0.00004273381,0.00003248014,0.00004035854,0.0001953345,0.0006042522],"category_scores_gemma":[0.0007397392,0.000184362,0.0004628841,0.0006933314,0.0000937729,0.0001651195,0.00005527407,0.0002339701,0.00005487519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008567977,"about_ca_system_score_gemma":0.0005226091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008666478,"about_ca_topic_score_gemma":0.00001040824,"domain_scores_codex":[0.9982134,0.0002030299,0.0005196756,0.0003758249,0.0003258427,0.0003622093],"domain_scores_gemma":[0.9949346,0.004410759,0.00007342845,0.0003262745,0.00005271213,0.0002022502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001009727,0.0001046594,0.9516025,0.0009403953,0.0002178517,0.0002993392,0.00008008246,4.863646e-7,0.00004375959,0.00004439188,0.03471081,0.01185479],"study_design_scores_gemma":[0.0001175668,0.00003657155,0.9801631,0.0004236784,0.0003441236,0.00004192055,0.00003225733,0.0001746324,0.0003267399,0.00005870426,0.01806205,0.0002186371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804013,0.01639019,0.00009263639,0.0005531822,0.001805237,0.0001876144,0.00002391636,0.0001814071,0.0003645513],"genre_scores_gemma":[0.9964111,0.001571289,0.00003724244,0.0001658411,0.0008046097,0.00001992473,0.00002691823,0.00003785544,0.0009251801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02856067,"threshold_uncertainty_score":0.7518063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009950097135833098,"score_gpt":0.2173953947010207,"score_spread":0.2074452975651876,"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."}}