{"id":"W4390120521","doi":"","title":"Bariatric Surgery for Adults With Class I Obesity and Difficult-to-Manage Type 2 Diabetes: A Health Technology Assessment.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Ontario","keywords":"Medicine; Type 2 diabetes; Overweight; Systematic review; Randomized controlled trial; Obesity; Weight loss; Grading (engineering); Cochrane Library; Health care; Surgery; MEDLINE; Diabetes mellitus; Intensive care medicine; Physical therapy; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06163469,0.001992632,0.01018871,0.03075449,0.0009127572,0.005512873,0.002244836,0.00379305,0.00304903],"category_scores_gemma":[0.2041505,0.001483901,0.01840129,0.02149227,0.001190011,0.005479535,0.004389697,0.003364458,0.0004845007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01088938,"about_ca_system_score_gemma":0.02097546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0112255,"about_ca_topic_score_gemma":0.01899989,"domain_scores_codex":[0.9089922,0.03794912,0.02836287,0.002920169,0.0206869,0.001088772],"domain_scores_gemma":[0.8341104,0.08583502,0.05003873,0.002403301,0.02552079,0.002091761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000628637,0.0001089212,0.01177542,0.727608,0.03183004,0.0001181049,0.0005408048,0.0008507353,0.0001922372,0.00174732,0.01433641,0.2102634],"study_design_scores_gemma":[0.0009520887,0.0007521507,0.0284025,0.8436613,0.09248474,0.0004461372,0.0004782331,0.001597659,0.0002390855,0.002536965,0.02825563,0.000193499],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002127611,0.9823833,0.001147763,0.007240348,0.0005292556,0.002482022,0.002871063,0.00006020676,0.001158438],"genre_scores_gemma":[0.0808461,0.8661928,0.02584866,0.008518419,0.0008844163,0.01332433,0.003971532,0.00004361767,0.0003700267],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06163469,"threshold_uncertainty_score":0.3259593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02176898751907868,"score_gpt":0.2594882454568505,"score_spread":0.2377192579377718,"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."}}