{"id":"W3193665233","doi":"10.1089/chi.2021.0161","title":"Is There a Role for Self-Referral in Pediatric Weight Management?","year":2021,"lang":"en","type":"article","venue":"Childhood Obesity","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Lakehead University","funders":"","keywords":"Referral; Medicine; Weight management; Multidisciplinary approach; Obesity; Family medicine; Medical record; Childhood obesity; Health care; MEDLINE; Self-management; Weight loss; Pediatrics; Overweight","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":[0.008250147,0.000117583,0.0003126838,0.0007867076,0.0009805897,0.001145824,0.001101244,0.001074394,0.004107432],"category_scores_gemma":[0.04459006,0.0002231988,0.0003945301,0.001140884,0.00106646,0.001471986,0.001070303,0.001526409,0.0002554598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002262859,"about_ca_system_score_gemma":0.00942953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01667797,"about_ca_topic_score_gemma":0.04263224,"domain_scores_codex":[0.9953511,0.002290227,0.0004145927,0.0002929525,0.001103541,0.0005476373],"domain_scores_gemma":[0.967838,0.01306608,0.009542078,0.001070871,0.003117298,0.005365582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001011668,0.0005427317,0.8316372,0.0005479824,0.00004347991,0.0004543226,0.003105595,0.0001344025,0.0001392285,0.000908258,0.004412415,0.1579733],"study_design_scores_gemma":[0.00008216775,0.00063369,0.969361,0.00400595,0.0001068942,0.002562896,0.0108561,0.0008038828,0.0001955502,0.0008110405,0.01055048,0.00003042008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8901465,0.0180862,0.001155736,0.07793874,0.0005157088,0.0001973925,0.0001733066,0.00009403935,0.01169233],"genre_scores_gemma":[0.9887694,0.005025368,0.001865105,0.00349189,0.000285983,0.00009805134,0.00007594269,0.00001634155,0.0003718717],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01667797,"threshold_uncertainty_score":0.04363149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217338776717975,"score_gpt":0.3294950847720201,"score_spread":0.3073216970048403,"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."}}