{"id":"W2968781236","doi":"10.1111/obr.12844","title":"Evidence to prevent childhood obesity: The continuum of preconception, pregnancy, and postnatal interventions","year":2019,"lang":"en","type":"review","venue":"Obesity Reviews","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization","keywords":"Medicine; Obesity; Childhood obesity; Malnutrition; Psychosocial; Psychological intervention; Environmental health; Gerontology; Pediatrics; Overweight; Psychiatry; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001207197,0.000737316,0.00478309,0.0001590548,0.00013077,0.00006140245,0.0006996919,0.0002942375,0.0002479452],"category_scores_gemma":[0.001053171,0.0004653889,0.002296619,0.0005819055,0.0001993154,0.0002847271,0.0008729152,0.0008664909,0.00084266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168982,"about_ca_system_score_gemma":0.000242935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003242266,"about_ca_topic_score_gemma":0.00008360086,"domain_scores_codex":[0.9954362,0.001037773,0.00165313,0.00095857,0.0004776416,0.0004366791],"domain_scores_gemma":[0.9959353,0.0005216915,0.001307644,0.001717998,0.0002198123,0.000297531],"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":[0.000004210412,0.01071572,0.001415473,0.1807871,0.0004008061,0.000008085585,0.0002335289,3.496907e-8,0.000002144747,0.0001833551,0.003769064,0.8024805],"study_design_scores_gemma":[0.0001941597,0.0006517977,0.02580044,0.4546524,0.005094894,0.0001289197,0.000008901688,4.071954e-7,0.00001369518,0.00007049895,0.5129573,0.0004266106],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001979269,0.9857802,0.00002719727,0.0001434612,0.0003273744,0.01117516,0.0001087578,0.0000454404,0.0004131742],"genre_scores_gemma":[0.001356948,0.9943658,0.0002081348,0.0001005269,0.0002845758,0.0004753532,0.00007321701,0.00006642376,0.003069093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8020539,"threshold_uncertainty_score":0.9999353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159314104748346,"score_gpt":0.3816552554671508,"score_spread":0.2657238449923162,"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."}}