{"id":"W7125763574","doi":"","title":"Missing the Target: A Scoping Review of the Use of Percent Weight Loss for Obesity Management","year":2025,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Daiichi Sankyo Europe; Health Canada; Obesity Canada; Chugai Pharmaceutical; Bausch Health; Shionogi; Novo Nordisk; Eli Lilly and Company; AstraZeneca; Science Foundation Ireland; Regeneron Pharmaceuticals; Hamilton Health Sciences; Irish Research Council; Amgen; McMaster University; UnitedHealth Group","keywords":"Weight loss; Obesity; Context (archaeology); Weight management; Psychological intervention; Management of obesity; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07840212,0.002409924,0.008771195,0.02439458,0.001945648,0.00839533,0.004070884,0.006270473,0.006322618],"category_scores_gemma":[0.2783651,0.002290774,0.009172834,0.02536171,0.003271004,0.01075414,0.004603161,0.003903125,0.0009561276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009153948,"about_ca_system_score_gemma":0.02961546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007934664,"about_ca_topic_score_gemma":0.01528406,"domain_scores_codex":[0.9069728,0.03883701,0.03359081,0.003375993,0.01617904,0.00104439],"domain_scores_gemma":[0.7001213,0.2350092,0.03507416,0.004399067,0.024177,0.001219362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001416334,0.00001811314,0.0003699978,0.9103037,0.00184379,0.00007613382,0.0008775748,0.0001122999,0.0001552129,0.001509043,0.006197028,0.07839537],"study_design_scores_gemma":[0.0000333953,0.00003773361,0.0004970711,0.9804518,0.003251696,0.00009343257,0.0002545447,0.00004846764,0.00006763171,0.0005740806,0.01467489,0.00001527428],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004209043,0.9935282,0.0006638805,0.002840951,0.0009941711,0.000577253,0.0002018947,0.00001974837,0.0007529624],"genre_scores_gemma":[0.009783778,0.9796347,0.002721532,0.004044677,0.0006503934,0.002569816,0.0002914583,0.00003194841,0.0002718118],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07840212,"threshold_uncertainty_score":0.414635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04129137048224317,"score_gpt":0.3136240010195171,"score_spread":0.2723326305372739,"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."}}