{"id":"W4317727970","doi":"10.1186/s40814-023-01246-w","title":"A multi-center, randomized, 12-month, parallel-group, feasibility study to assess the acceptability and preliminary impact of family navigation plus usual care versus usual care on attrition in managing pediatric obesity: a study protocol","year":2023,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Impact; University of Calgary; University of British Columbia; Carleton University; Ontario Stroke Network; Mount Allison University; Concordia University; University of Alberta","funders":"University of Alberta; Canadian Institutes of Health Research; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"Attrition; Multidisciplinary approach; Randomized controlled trial; Medicine; Health care; Intervention (counseling); Family medicine; Childhood obesity; Stakeholder; Nursing; Obesity; Overweight","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002330852,0.0005648683,0.001780497,0.0002547594,0.0003898425,0.0000634944,0.0002002172,0.00007504667,0.000002221483],"category_scores_gemma":[0.001113146,0.000384498,0.0002822612,0.0007899267,0.0003733366,0.0002756504,0.0008433849,0.000511312,0.000002561388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009960146,"about_ca_system_score_gemma":0.0001029209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001726829,"about_ca_topic_score_gemma":0.00381586,"domain_scores_codex":[0.9947869,0.001740844,0.0008779821,0.00128164,0.0008037616,0.0005088527],"domain_scores_gemma":[0.9966141,0.001639013,0.000257083,0.0008135926,0.0004791849,0.0001970319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1244102,0.03516389,0.8075951,0.001568239,0.0003164008,0.00002316701,0.03014431,0.00004874322,0.00001029157,0.000001782847,0.000008477924,0.0007093698],"study_design_scores_gemma":[0.1656156,0.01908191,0.7209796,0.00007775138,0.0003829605,8.723565e-7,0.09337661,0.000196271,0.000005699972,0.00005651939,1.69407e-7,0.0002260584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8454045,0.0002566798,0.000004164412,0.00005530057,0.0001134936,0.1539524,0.00007371586,0.0001075399,0.00003219331],"genre_scores_gemma":[0.9689894,0.00003570078,0.00004827441,0.0000122598,0.0001205102,0.03072131,0.00003673081,0.00003153511,0.000004297519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1235849,"threshold_uncertainty_score":0.9998607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2284898705433697,"score_gpt":0.45305108995027,"score_spread":0.2245612194069003,"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."}}