{"id":"W2994224819","doi":"10.1089/bari.2019.0016","title":"Long-Term Maintenance of Gastric Band, Even After Replacement, Improves Outcomes","year":2019,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Adjustable gastric band; Cohort; Demographics; Surgery; Quality of life (healthcare); Population; Complication; Gastric bypass; Weight loss; Internal medicine; Demography; Obesity; 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":[0.0003152999,0.0002759958,0.0006715147,0.0001998017,0.00005511222,0.00002772544,0.00008113564,0.0001802277,0.0004916248],"category_scores_gemma":[0.000682896,0.0001967723,0.0002766746,0.0004338312,0.00004643626,0.0003573897,0.0001012371,0.0003193461,0.0000597264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007328622,"about_ca_system_score_gemma":0.0001298658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007155015,"about_ca_topic_score_gemma":0.000002506503,"domain_scores_codex":[0.9978102,0.0001778687,0.0006414829,0.000485573,0.0005022911,0.000382605],"domain_scores_gemma":[0.9969478,0.001612226,0.0003994878,0.0004914305,0.0003338411,0.0002152074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003810172,0.0002314888,0.9653093,0.0003462252,0.0001817707,0.0002736781,0.0007106859,0.000001088486,0.00003820268,0.00006562426,0.0001760709,0.02885576],"study_design_scores_gemma":[0.005389558,0.001837311,0.9755258,0.0001378496,0.0008392687,0.000555216,0.001913599,0.000008162208,0.0001406385,0.00001000034,0.01329142,0.000351157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854266,0.006205466,0.00001544815,0.000621907,0.0007335532,0.0007864693,0.00002373903,0.00003805813,0.006148771],"genre_scores_gemma":[0.9973257,0.0007092062,0.0002754054,0.0006780846,0.0001003919,0.00003491523,0.000030597,0.00002504818,0.0008206182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0285046,"threshold_uncertainty_score":0.8024142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008832587597243403,"score_gpt":0.2637947509774791,"score_spread":0.2549621633802356,"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."}}