{"id":"W4224265495","doi":"10.1007/s11695-022-06061-5","title":"Appetite Changes in Weight Regain and Weight Maintenance After Roux-en-Y Gastric Bypass","year":2022,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Faculty of Health Sciences, University of Ottawa","keywords":"Medicine; Gastric bypass; Roux-en-Y anastomosis; Weight loss; Appetite; Obesity; Obesity Surgery; Morbid obesity; Internal medicine; Gastroenterology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005542154,0.0002124882,0.0004921601,0.0004054864,0.000245906,0.0006783705,0.0002854423,0.0005641271,0.001680046],"category_scores_gemma":[0.002605371,0.0001354336,0.0008950615,0.0004300289,0.0003598899,0.0006654835,0.0005163877,0.001007791,0.0001884401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000540209,"about_ca_system_score_gemma":0.0004048018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003761321,"about_ca_topic_score_gemma":0.00389436,"domain_scores_codex":[0.9997001,0.00005904172,0.00003216996,0.00003960888,0.00005688323,0.0001123118],"domain_scores_gemma":[0.9988353,0.0002113913,0.0004565477,0.00004739575,0.00009306722,0.0003563309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02577086,0.002393775,0.9379342,0.0001446753,0.0009266616,0.0005833222,0.0004884833,0.0003471096,0.002743154,0.0001232071,0.0003585327,0.02818585],"study_design_scores_gemma":[0.00004412082,0.0008227281,0.9985487,0.000005450837,0.00007313456,0.00006315678,0.0001264046,0.00009020033,0.0001013745,0.0000311222,0.00008746485,0.000006104642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991129,0.0003329722,0.00001823306,0.00005224246,0.00001380437,0.00000602995,0.00006785797,0.000002273622,0.000393585],"genre_scores_gemma":[0.9994623,0.00009373019,0.0000197573,0.00002539277,0.0000144697,0.000007838717,0.0001525324,0.000001186046,0.0002227497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003761321,"threshold_uncertainty_score":0.007478833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00830738031791818,"score_gpt":0.2074520551836357,"score_spread":0.1991446748657175,"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."}}