{"id":"W4283077930","doi":"10.1186/s40814-022-01080-6","title":"Screening and addressing social needs of children and families enrolled in a pediatric weight management program: a protocol for a pilot randomized controlled trial","year":2022,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; St. Joseph’s Healthcare Hamilton; McMaster Children's Hospital","funders":"Hamilton Health Sciences","keywords":"Randomized controlled trial; Medicine; Intervention (counseling); Psychological intervention; Descriptive statistics; Family medicine; Quality of life (healthcare); Weight management; Protocol (science); Physical therapy; Body mass index; Alternative medicine; Nursing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1161916,0.00637999,0.009406292,0.004940258,0.006228165,0.006620694,0.004601668,0.009331252,0.06244036],"category_scores_gemma":[0.08531073,0.003793362,0.007106858,0.006015094,0.00511161,0.005437222,0.003073284,0.012035,0.01110144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008646802,"about_ca_system_score_gemma":0.03557954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002942407,"about_ca_topic_score_gemma":0.006413744,"domain_scores_codex":[0.9264188,0.05212333,0.008696651,0.002647842,0.00612971,0.003983687],"domain_scores_gemma":[0.9573406,0.01672403,0.006183324,0.005585292,0.0103857,0.003780973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6170607,0.05782376,0.003114783,0.09116396,0.004613859,0.001844721,0.004306179,0.009008553,0.004818899,0.02175565,0.06129503,0.1231941],"study_design_scores_gemma":[0.8466916,0.0396466,0.004516122,0.01744721,0.00146624,0.0002322227,0.001024023,0.005628242,0.002179643,0.00803402,0.07285868,0.0002753749],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003007452,0.00005045444,0.000626765,0.00006700627,0.0000762141,0.9985287,0.0001633856,0.00002946998,0.000157204],"genre_scores_gemma":[0.0002749016,0.00003395243,0.001303041,0.00003909303,0.000009037001,0.9982462,0.00002496072,0.000001600338,0.0000673048],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1161916,"threshold_uncertainty_score":0.614487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139586949251261,"score_gpt":0.3913656286462541,"score_spread":0.2774069337211281,"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."}}