{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004700545,0.0003031237,0.0006077593,0.000857721,0.00008791249,0.00006332616,0.0002852909,0.0002043569,0.00007397337],"category_scores_gemma":[0.0005243888,0.0002756947,0.0002138671,0.002623923,0.0001760564,0.0002911768,0.0003399777,0.0005561529,0.001033919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001727749,"about_ca_system_score_gemma":0.0001044849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000139297,"about_ca_topic_score_gemma":0.00005380206,"domain_scores_codex":[0.9974691,0.00009670401,0.0004364132,0.0005527157,0.0007839469,0.000661121],"domain_scores_gemma":[0.9985902,0.0004001957,0.000153499,0.0004926561,0.0001169267,0.0002465255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003536887,0.002272004,0.9848412,0.0004716094,0.00003222656,0.0008090905,0.00008947396,0.00001017847,0.00001462438,0.00407137,0.006891999,0.0004608407],"study_design_scores_gemma":[0.002044601,0.0001392187,0.988394,0.00001148106,0.0002690364,0.000006960816,0.0001860313,0.0001508397,0.00005616859,0.008086078,0.0003756434,0.0002799316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843849,0.0000845295,0.000006296075,0.002973874,0.0004836367,0.0006101715,0.00003055342,0.0004472325,0.01097883],"genre_scores_gemma":[0.9931891,0.001338359,0.0003031906,0.0004922298,0.0007297203,0.00004337011,0.00005014006,0.00004015178,0.003813726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008804239,"threshold_uncertainty_score":0.9999695,"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."}}