{"id":"W3119783035","doi":"10.1111/ppe.12754","title":"Early childhood weight gain: Latent patterns and body composition outcomes","year":2021,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Economic and Social Research Council; Medical Research Council; University of Bristol; NIHR Leicester Biomedical Research Centre; Loughborough University; University of Leicester; National Institute for Health and Care Research; Alan Turing Institute; University Hospitals of Leicester NHS Trust; Hospital for Sick Children; Wellcome Trust","keywords":"Medicine; Confidence interval; Body mass index; Obesity; Weight gain; Demography; Lean body mass; Normal weight; Parity (physics); Pediatrics; Body weight; Internal medicine; Overweight","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004653351,0.0001797969,0.0006326775,0.00008618616,0.0001434516,0.000007348405,0.00003540465,0.000189354,0.0001138153],"category_scores_gemma":[0.0002339094,0.0001429458,0.00007325629,0.00009212331,0.00007441331,0.00005146578,0.00009446459,0.000300175,0.00001980341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003101487,"about_ca_system_score_gemma":0.000102705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001455319,"about_ca_topic_score_gemma":0.000009413505,"domain_scores_codex":[0.9985201,0.0002082042,0.00041247,0.0003979359,0.0000831357,0.0003781962],"domain_scores_gemma":[0.9989065,0.0004915566,0.0001045949,0.0001501193,0.00005365493,0.0002935819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002840349,0.00006150055,0.980722,0.0002003886,0.00005539518,0.0001034519,0.0003491096,1.931479e-7,0.00002537383,0.01294857,0.0002356835,0.005269967],"study_design_scores_gemma":[0.001266484,0.0002192685,0.9937863,0.00002364896,0.00005714399,0.0005166034,0.00004203572,0.00005989605,0.00002821938,0.003045626,0.0008091923,0.0001456284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814311,0.006144496,0.0004702784,0.01089315,0.000278904,0.0001751129,0.00004047021,0.00004333127,0.0005232205],"genre_scores_gemma":[0.9146745,0.07807738,0.00131651,0.005448765,0.000279904,0.00001462807,0.000110945,0.0000137874,0.00006360385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07193289,"threshold_uncertainty_score":0.582916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494856816400548,"score_gpt":0.2966901441558172,"score_spread":0.2717415759918117,"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."}}