{"id":"W2559076282","doi":"10.1089/chi.2016.0060","title":"Establishment of the Pediatric Obesity Weight Evaluation Registry: A National Research Collaborative for Identifying the Optimal Assessment and Treatment of Pediatric Obesity","year":2016,"lang":"en","type":"article","venue":"Childhood Obesity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Obesity Canada","keywords":"Obesity; Medicine; Referral; Family medicine; Weight management; Intervention (counseling); Severe obesity; MEDLINE; Weight loss; Environmental health; Gerontology; Nursing; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003362297,0.0002980488,0.0005873121,0.0002072354,0.0006009521,0.00004749283,0.0003473282,0.0001534744,0.00003740051],"category_scores_gemma":[0.001170087,0.0001579168,0.0002520169,0.001110003,0.0003560564,0.0002939972,0.0003218783,0.0002543281,0.000004121865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228944,"about_ca_system_score_gemma":0.002012556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008857332,"about_ca_topic_score_gemma":0.00006104289,"domain_scores_codex":[0.9950109,0.0007657742,0.0005370056,0.0006325078,0.002617264,0.0004365518],"domain_scores_gemma":[0.9940544,0.001482743,0.0005452918,0.0007159217,0.003038808,0.0001628021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009064075,0.01619673,0.9778751,0.0001882376,0.0001895407,0.000001181804,0.0007770038,0.00001102216,0.0005121339,0.00223377,0.001273863,0.0006507678],"study_design_scores_gemma":[0.003625534,0.0009329507,0.983084,0.00006095266,0.0007798297,0.000005170715,0.0002319635,0.0001596687,0.006770458,0.004113681,0.00007543759,0.0001603064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931276,0.0006215756,0.0001244668,0.001346753,0.0002050167,0.003792942,0.000298138,0.00002389012,0.0004596105],"genre_scores_gemma":[0.9974113,0.0006115221,0.000634114,0.00001981089,0.0008913754,0.0002597039,0.00002214596,0.00002454984,0.000125445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01526378,"threshold_uncertainty_score":0.6439661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06039003520096681,"score_gpt":0.378601643157833,"score_spread":0.3182116079568661,"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."}}