{"id":"W4385620992","doi":"10.1001/jamapediatrics.2023.2190","title":"Overlooked Outcomes in Pediatric Obesity Management—Unintended Consequences","year":2023,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute; Concordia University; McGill University Health Centre","funders":"","keywords":"Medicine; Unintended consequences; Obesity; Intensive care medicine; MEDLINE; Childhood obesity; Environmental health; 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":[0.03142811,0.0004026144,0.000737144,0.001486264,0.001949708,0.004513093,0.001304051,0.002460491,0.002977417],"category_scores_gemma":[0.1561913,0.0003220018,0.0008348417,0.001403169,0.006181827,0.005225284,0.004320614,0.007947387,0.0002511633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004289804,"about_ca_system_score_gemma":0.008210178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00665889,"about_ca_topic_score_gemma":0.0136193,"domain_scores_codex":[0.9696282,0.01816587,0.001921575,0.001207568,0.007762774,0.001314015],"domain_scores_gemma":[0.8512785,0.103584,0.02497056,0.004760241,0.01206011,0.003346593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003547784,0.0003181399,0.1630539,0.003192643,0.0007328594,0.003432659,0.005804401,0.002354195,0.0002224294,0.2255823,0.05376991,0.5411817],"study_design_scores_gemma":[0.0001532932,0.001255481,0.1763473,0.04293282,0.001586061,0.01173054,0.01583014,0.003632079,0.001499141,0.5494061,0.195356,0.0002709914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05096706,0.1399736,0.01066833,0.7475776,0.00756314,0.0001002915,0.0004979894,0.00005386663,0.0425982],"genre_scores_gemma":[0.7774075,0.1134213,0.006963353,0.08853231,0.01145369,0.0001613976,0.0002225217,0.00007287328,0.001765033],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03142811,"threshold_uncertainty_score":0.1662098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156276002660421,"score_gpt":0.2832369084828413,"score_spread":0.261674148456237,"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."}}