{"id":"W2558052231","doi":"10.1007/s11695-016-2459-7","title":"Response to Letter to the Editor: Intragastric Balloon for Management of Severe Obesity: a Systematic Review","year":2016,"lang":"en","type":"review","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Balloon; Obesity; Management of obesity; General surgery; Weight management; Obesity Surgery; Morbid obesity; Intensive care medicine; Gastric bypass; Weight loss; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01485012,0.001227022,0.005417971,0.003483499,0.001383876,0.003808096,0.002792823,0.01454633,0.009357906],"category_scores_gemma":[0.09018564,0.001158908,0.00272034,0.002498406,0.001666371,0.003935286,0.002626379,0.01029739,0.003197116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004378439,"about_ca_system_score_gemma":0.01106568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003646013,"about_ca_topic_score_gemma":0.009078214,"domain_scores_codex":[0.989984,0.003000842,0.003543915,0.0008697924,0.002013997,0.0005873429],"domain_scores_gemma":[0.9352192,0.03283948,0.01252368,0.0008052414,0.01567378,0.002938607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003486975,0.00002891959,0.0009895405,0.01909714,0.0008012928,0.0009775007,0.0002773771,0.00007065121,0.0001852142,0.0004549866,0.9638551,0.01291358],"study_design_scores_gemma":[0.002217295,0.0002949813,0.006312467,0.0624584,0.00618421,0.004152848,0.00143898,0.0004921377,0.0007400527,0.00339762,0.9119397,0.000371285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005780946,0.04474933,0.0001713133,0.8598227,0.09306914,0.0001064134,0.0009305654,0.00005000018,0.0005224271],"genre_scores_gemma":[0.005610973,0.04138809,0.0004357215,0.8410395,0.108697,0.0002733341,0.0002856051,0.00005261519,0.002217158],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01485012,"threshold_uncertainty_score":0.07853585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03003850321133536,"score_gpt":0.2961562353361357,"score_spread":0.2661177321248003,"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."}}