{"id":"W4413406897","doi":"10.1007/s13679-025-00658-4","title":"The Role of Physical Activity in Minimizing Recurrence of Weight Gain Following Metabolic and Bariatric Surgery: Current Evidence and Suggestions for Advancing Future Research","year":2025,"lang":"en","type":"review","venue":"Current Obesity Reports","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut du Savoir Montfort; Université du Québec en Outaouais; Cégep de l'Outaouais","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Behavioral therapy; Medicine; Physical activity; Weight gain; Current (fluid); Surgery; Intensive care medicine; Body weight; Physical therapy; Internal medicine; Clinical psychology","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":[0.001981247,0.0009711513,0.004219459,0.00175991,0.0002300562,0.001872782,0.001439015,0.001611373,0.003994531],"category_scores_gemma":[0.003538957,0.000355146,0.002471148,0.002366787,0.0004792803,0.000952071,0.0008371566,0.002099367,0.0006183338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006121105,"about_ca_system_score_gemma":0.001837434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00363047,"about_ca_topic_score_gemma":0.006970955,"domain_scores_codex":[0.9993821,0.0001675531,0.0001495756,0.0001104948,0.0001380996,0.00005208096],"domain_scores_gemma":[0.9982799,0.00129694,0.0002212977,0.00002403272,0.0001344658,0.00004323518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006068596,0.0001580002,0.001296733,0.1441022,0.003521969,0.00009678154,0.0000905766,0.0003023198,0.0003273776,0.001586815,0.006650953,0.8412594],"study_design_scores_gemma":[0.001023646,0.001481293,0.03686135,0.3105104,0.02823028,0.001437559,0.0008621486,0.0006053858,0.0005762875,0.006864454,0.6113562,0.0001909722],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009983124,0.9996025,0.00002143588,0.0001133333,0.0000593135,0.000002533678,0.0000140557,9.86948e-7,0.00008609668],"genre_scores_gemma":[0.0009636927,0.9986818,0.0001055338,0.0001144501,0.00006908593,0.000005362558,0.00001856417,5.808882e-7,0.0000409501],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004219459,"threshold_uncertainty_score":0.013363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07844942393750146,"score_gpt":0.4173339421527653,"score_spread":0.3388845182152638,"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."}}