{"id":"W4210436870","doi":"10.3390/brainsci12020223","title":"Does Where You Live Predict What You Say? Associations between Neighborhood Factors, Child Sleep, and Language Development","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Alberta Children's Hospital Foundation; Canadian Child Health Clinician Scientist Program; Children's Hospital Foundation","keywords":"Poison control; Psychology; Socioeconomic status; Child Behavior Checklist; Developmental psychology; Context (archaeology); Demography; Injury prevention; Language development; Child development; Human factors and ergonomics; Medicine; Population; Environmental health; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005653293,0.000137089,0.0002168035,0.0004934065,0.0005703755,0.0008600443,0.0003035916,0.0002611946,0.003821756],"category_scores_gemma":[0.004895275,0.0001595186,0.0003256724,0.0006131261,0.0003840595,0.0005332093,0.0005634591,0.0005761838,0.0003812972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005411542,"about_ca_system_score_gemma":0.0008244909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09827059,"about_ca_topic_score_gemma":0.2486555,"domain_scores_codex":[0.9995909,0.0001329555,0.00003665891,0.00006770888,0.00008470773,0.00008694631],"domain_scores_gemma":[0.997529,0.0006900925,0.0009312518,0.0001372619,0.0003245472,0.0003879124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000295138,0.00002079419,0.9953466,0.00001634479,0.00005670897,0.00003580525,0.000603122,0.00003482963,0.00004824187,0.00008753195,0.0002939503,0.003426643],"study_design_scores_gemma":[0.000001363857,0.00002403397,0.9968476,0.00003802235,0.00002792481,0.00003452327,0.002269341,0.0001323181,0.00003788328,0.0000984517,0.0004845549,0.000003980641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995945,0.0006203668,0.0001429495,0.0005541788,0.0000166831,0.000004719301,0.0004698059,0.000003999283,0.00224229],"genre_scores_gemma":[0.9986981,0.0003755774,0.0001316107,0.00004154816,0.000007028711,0.000005295525,0.0002198604,0.00000294825,0.0005180428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09827059,"threshold_uncertainty_score":0.1953972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754617148466216,"score_gpt":0.2873422753749689,"score_spread":0.2697961038903067,"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."}}