{"id":"W4214836236","doi":"10.1111/obr.13438","title":"A systematic review of inequalities in the uptake of, adherence to, and effectiveness of behavioral weight management interventions in adults","year":2022,"lang":"en","type":"review","venue":"Obesity Reviews","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Medical Research Council Canada","keywords":"Psychological intervention; Weight management; Medicine; Inequality; Gerontology; Psychology; Weight loss; Nursing; Obesity; Mathematics; Internal medicine","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":[0.01766857,0.00189749,0.01007351,0.008726464,0.000949921,0.003350957,0.001634279,0.001860041,0.003934486],"category_scores_gemma":[0.0732645,0.001320842,0.008018109,0.01147074,0.001019493,0.002549582,0.001892321,0.001467101,0.0003324404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005392641,"about_ca_system_score_gemma":0.01932327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103108,"about_ca_topic_score_gemma":0.02942639,"domain_scores_codex":[0.9812742,0.008075682,0.006324742,0.001055187,0.002886082,0.000384166],"domain_scores_gemma":[0.9682518,0.02340244,0.004948837,0.000553831,0.002578719,0.0002644692],"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":[0.0002463711,0.0000137554,0.000410619,0.9482234,0.01062749,0.00005555551,0.0001986912,0.0001072161,0.0001574679,0.0003552499,0.001313296,0.03829087],"study_design_scores_gemma":[0.0003327097,0.0001997337,0.002992816,0.8880781,0.09094985,0.000175677,0.0001861744,0.00009269322,0.000235078,0.0004706006,0.01625968,0.00002684994],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001082533,0.996505,0.0003444047,0.0003045352,0.0001588826,0.0008564061,0.0003521412,0.00001335859,0.0003827487],"genre_scores_gemma":[0.01657293,0.9788908,0.001541608,0.0005671805,0.00007549225,0.001849891,0.0002966927,0.00000838208,0.0001969809],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01766857,"threshold_uncertainty_score":0.09344149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1255737021692605,"score_gpt":0.4249983845610146,"score_spread":0.2994246823917541,"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."}}