{"id":"W4390742370","doi":"10.1111/cch.13225","title":"Factors associated with children's cognitive, language, and motor development in deprived urban settings in Bangladesh","year":2024,"lang":"en","type":"article","venue":"Child Care Health and Development","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh; Grand Challenges Canada","keywords":"Disadvantaged; Language development; Cognition; Cognitive development; Child development; Motor skill; Developmental psychology; Bayley Scales of Infant Development; Medicine; Psychology; Demography; Pediatrics; Psychomotor learning; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002789109,0.0003426195,0.0004776981,0.0004603528,0.0001752327,0.00006317502,0.00005152868,0.0001419328,0.00001740662],"category_scores_gemma":[0.00006905434,0.0002689203,0.00002239553,0.0003365615,0.00005280017,0.00009835926,0.0000724502,0.0004292978,0.000001857986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004546483,"about_ca_system_score_gemma":0.001495854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003413281,"about_ca_topic_score_gemma":0.0004878214,"domain_scores_codex":[0.9980298,0.00005535828,0.0004873721,0.0005610423,0.0003096705,0.0005567236],"domain_scores_gemma":[0.9993142,0.00009596092,0.00007381276,0.00008618409,0.00006672298,0.0003630416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006967894,0.00001934502,0.8094869,0.0004891905,0.00007902842,0.00009212587,0.1359646,5.669088e-8,0.000002646796,0.000006483036,0.00009103603,0.05369893],"study_design_scores_gemma":[0.002212929,0.0001314155,0.9781758,0.005007761,0.00001179166,0.00003011304,0.00908891,0.00000663631,0.0003984701,8.471101e-7,0.004535808,0.0003995392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850795,0.01267117,0.000009419419,0.0002696675,0.00007974392,0.001048024,0.00004475994,0.000113897,0.0006837759],"genre_scores_gemma":[0.9950055,0.0001869627,0.0009822856,0.001346971,0.00002902163,0.00008216135,0.002273849,0.00003874639,0.00005449482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1686889,"threshold_uncertainty_score":0.9999763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347925438552884,"score_gpt":0.2611761090411198,"score_spread":0.247696854655591,"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."}}