{"id":"W2110747157","doi":"10.1586/17446651.2014.897605","title":"<i>It’s like rocket science…only more complex</i>: challenges and experiences related to managing pediatric obesity in Canada","year":2014,"lang":"en","type":"article","venue":"Expert Review of Endocrinology & Metabolism","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McGill University; SickKids Foundation; Alberta Health Services; Stollery Children's Hospital; Hospital for Sick Children; University of British Columbia; Children's Hospital of Eastern Ontario; Janeway Children's Health and Rehabilitation Centre; Memorial University of Newfoundland; University of Toronto; BC Children's Hospital; University of Alberta","funders":"","keywords":"Overweight; Obesity; Medicine; Public health; Childhood obesity; Health care; Medical education; Family medicine; Gerontology; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004326194,0.0003184796,0.001378942,0.0003038611,0.0001142061,0.000008413968,0.0004419645,0.00004850399,0.00006263156],"category_scores_gemma":[0.000427112,0.0002639677,0.00009354218,0.0007033634,0.0003569496,0.0002037008,0.0004471431,0.000327136,0.000008555939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236729,"about_ca_system_score_gemma":0.0005163192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0481883,"about_ca_topic_score_gemma":0.03265894,"domain_scores_codex":[0.9970946,0.0002213289,0.0006241264,0.0007392201,0.0005968871,0.0007238621],"domain_scores_gemma":[0.9985262,0.0001747134,0.000198705,0.0006058442,0.000170695,0.0003238834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001610771,0.009693598,0.2927498,0.01944102,0.0003959324,0.0006913206,0.04736084,0.000006789018,0.004657952,0.03525374,0.02053284,0.5690551],"study_design_scores_gemma":[0.001000524,0.0001902968,0.9320474,0.001153463,0.0001405971,0.0001796806,0.003765339,0.00005054722,0.001295816,0.0002614315,0.0594593,0.0004556121],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7774989,0.2088772,0.000001593382,0.01046874,0.0004339013,0.0005032154,0.000002101671,0.00002975141,0.002184619],"genre_scores_gemma":[0.8421488,0.1510619,0.0004712738,0.006044496,0.0001526834,0.00007557818,0.000003293268,0.00001725314,0.00002468373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6392976,"threshold_uncertainty_score":0.9999812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206947096342877,"score_gpt":0.3063333968401202,"score_spread":0.2856386872058325,"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."}}