{"id":"W4403136892","doi":"10.1111/ppe.13132","title":"The role of child BMI growth in neurodevelopment and school readiness—Current landscape and future directions","year":2024,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National University of Singapore","keywords":"Medicine; Current (fluid); Environmental health; Pediatrics; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009334903,0.0009494211,0.004463464,0.00289517,0.0007047793,0.003375315,0.001938379,0.003355925,0.006231406],"category_scores_gemma":[0.01709272,0.00066091,0.002436624,0.004309287,0.00220118,0.004701024,0.002034355,0.004290273,0.0007242662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001979476,"about_ca_system_score_gemma":0.007921669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01409737,"about_ca_topic_score_gemma":0.01704831,"domain_scores_codex":[0.9981084,0.0006028773,0.000440914,0.0004305076,0.000257647,0.0001596293],"domain_scores_gemma":[0.967862,0.02593628,0.001910158,0.0003930809,0.002997667,0.000900822],"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":[0.0006981081,0.0001362303,0.01387057,0.06197764,0.001311481,0.0002039046,0.0007556119,0.0003947956,0.0001370005,0.01086854,0.02292597,0.8867201],"study_design_scores_gemma":[0.0002176446,0.0008880772,0.06927705,0.2789433,0.006190437,0.001214445,0.003764832,0.0009799469,0.0001989623,0.03651669,0.6015081,0.0003004865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002161069,0.9945739,0.0000553153,0.004699779,0.0002712209,0.000002813972,0.00004475428,0.000003253315,0.0001328893],"genre_scores_gemma":[0.00388938,0.9919931,0.0002937987,0.002159679,0.001502314,0.00002399208,0.00007526774,0.000003530372,0.00005893888],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01409737,"threshold_uncertainty_score":0.04936832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009607924944094397,"score_gpt":0.2681844044035025,"score_spread":0.2585764794594081,"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."}}