{"id":"W3138217682","doi":"10.1093/fampra/cmab019","title":"Physician-related predictors of referral for multidisciplinary paediatric obesity management: a population-based study","year":2021,"lang":"en","type":"article","venue":"Family Practice","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; Alberta Health Services; University of Calgary; Women and Children’s Health Research Institute; University of Alberta","funders":"Alberta Health; University of Alberta; Alberta Health Services","keywords":"Medicine; Referral; Overweight; Obesity; Multidisciplinary approach; Family medicine; Body mass index; Weight management; Population; Odds ratio; Logistic regression; Confidence interval; Pediatrics; Internal medicine; Environmental health","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":[0.0007626975,0.0002611622,0.0002744099,0.0008543875,0.0005260219,0.0007960484,0.0006422799,0.0007055679,0.001843071],"category_scores_gemma":[0.00376687,0.000378759,0.0003709405,0.002027562,0.0005000119,0.0004575798,0.0005161822,0.0007986252,0.0002151069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519341,"about_ca_system_score_gemma":0.001646615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1037366,"about_ca_topic_score_gemma":0.1433461,"domain_scores_codex":[0.9989784,0.0001706061,0.00007433098,0.0002150457,0.0003775022,0.0001841496],"domain_scores_gemma":[0.996245,0.0006072932,0.002087168,0.0001285713,0.0003473875,0.0005846225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001116834,0.00001460236,0.9995804,0.000003663481,0.0000127244,0.00003156693,0.00005769765,0.00001424027,0.00001848368,0.000002934782,0.00005417319,0.0001982719],"study_design_scores_gemma":[0.000002818583,0.00003078146,0.9994752,0.000005706381,0.000009266877,0.0001203436,0.0002165462,0.00008233068,0.000005755757,0.000003169211,0.00004664607,0.000001473605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992386,0.0001748414,0.00004332807,0.00005876466,0.000004002103,0.000008847524,0.0002086822,0.000003508203,0.0002593167],"genre_scores_gemma":[0.9996397,0.00007090561,0.00005016523,0.00002824446,0.000006264948,0.000005049409,0.0001521252,0.000001316577,0.0000461034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1037366,"threshold_uncertainty_score":0.2062656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07015128772063672,"score_gpt":0.4363522009812176,"score_spread":0.3662009132605809,"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."}}