{"id":"W2043238162","doi":"10.1007/s11695-014-1212-3","title":"Keeping the Weight Off: Physical Activity, Sitting Time, and Weight Loss Maintenance in Bariatric Surgery Patients 2 to 16 Years Postsurgery","year":2014,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Regina","funders":"Canada Research Chairs; Heart and Stroke Foundation of Canada","keywords":"Medicine; Weight loss; Sitting; Surgery; Obesity; Gastric bypass; Weight management; Physical therapy; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002923362,0.0004058419,0.001345915,0.000668957,0.0002180721,0.00006708495,0.0001512337,0.0002019838,0.00007292946],"category_scores_gemma":[0.002958803,0.0003205777,0.0005031176,0.00131162,0.0001213775,0.0003186675,0.000260212,0.0005331911,0.0001940751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001964926,"about_ca_system_score_gemma":0.0001915516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000223188,"about_ca_topic_score_gemma":0.0000169144,"domain_scores_codex":[0.9965878,0.0005623366,0.0005961591,0.0007174198,0.000616747,0.0009195252],"domain_scores_gemma":[0.9883091,0.01028182,0.0002854599,0.0006254336,0.0001344259,0.0003638014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002325292,0.0004959628,0.9183062,0.00007949125,0.00005373616,0.00009234169,0.0001780793,0.000003291594,0.0000756167,0.00003506129,0.01209392,0.06835379],"study_design_scores_gemma":[0.0003699318,0.00002225385,0.9909824,0.0002543199,0.000080775,0.00003363923,0.00001370848,0.0003301634,0.0003436658,0.00008245451,0.007091729,0.0003949337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952399,0.0001439304,0.00004475251,0.002411134,0.001013843,0.0003941696,0.00001180514,0.0001088301,0.000631641],"genre_scores_gemma":[0.9965609,0.000175141,0.00003779865,0.001816753,0.0008162722,0.00002231586,0.00003005737,0.00006071397,0.0004800813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07267626,"threshold_uncertainty_score":0.9999246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008898030569308258,"score_gpt":0.2214154972907507,"score_spread":0.2125174667214425,"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."}}