{"id":"W4386798434","doi":"10.1016/j.chiabu.2023.106448","title":"Developmental trajectories of speech and language in neglected children aged 3 to 5 years: Results of the ELLAN study","year":2023,"lang":"en","type":"article","venue":"Child Abuse & Neglect","topic":"Language Development and Disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Centre Jeunesse de Quebec; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"Social Sciences and Humanities Research Council of Canada; Université Laval","keywords":"Longitudinal study; Language development; Psychology; Vocabulary; Developmental psychology; Longitudinal data; Demography; Statistics; Linguistics; Mathematics","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":[0.0001537163,0.000160663,0.0002671299,0.0002856677,0.00005265294,0.00001327759,0.0002838336,0.00006919698,0.00009824344],"category_scores_gemma":[0.0001500123,0.0001255096,0.00004500365,0.00145818,0.00005937115,0.0000327109,0.00009347437,0.0001618803,0.00003841756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002445767,"about_ca_system_score_gemma":0.00004096307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116576,"about_ca_topic_score_gemma":0.003946436,"domain_scores_codex":[0.9986368,0.0001506992,0.000386473,0.0003251061,0.0002181749,0.0002827726],"domain_scores_gemma":[0.9994841,0.00009601344,0.00009665493,0.0002544888,0.00002061565,0.00004814951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005514501,0.0003527442,0.5177241,0.00001425082,0.000191555,0.00006601171,0.4595398,0.000005600417,0.007100894,0.00001033414,0.00497237,0.00947088],"study_design_scores_gemma":[0.002886162,0.000109248,0.9801424,0.00006159999,0.00001381034,0.00001011068,0.01454016,2.833127e-7,0.002000227,0.000006843731,0.00008349065,0.0001457236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965522,0.000169995,3.603011e-7,0.00007978513,0.0001490668,0.0008523291,0.00004457394,0.00006626461,0.002085384],"genre_scores_gemma":[0.9992344,0.00001546389,0.00007228409,0.00008495172,0.00004177623,0.00002144421,0.00004716172,0.00002398395,0.0004585134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4624183,"threshold_uncertainty_score":0.5118133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009808861451123693,"score_gpt":0.2630792598421349,"score_spread":0.2532703983910112,"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."}}