{"id":"W3170868392","doi":"10.1111/1460-6984.12632","title":"Non‐linguistic cognitive measures as predictors of functionally defined developmental language disorder in monolingual and bilingual children","year":2021,"lang":"en","type":"article","venue":"International Journal of Language & Communication Disorders","topic":"Language Development and Disorders","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"","keywords":"Psychology; Cognition; Neuroscience of multilingualism; Executive functions; Developmental psychology; Cognitive psychology; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006455444,0.0005317499,0.0002196005,0.001062095,0.0003551907,0.0005915679,0.0002308146,0.0003325405,0.001698877],"category_scores_gemma":[0.002826286,0.0001530432,0.0003051441,0.0003987926,0.0004989193,0.0002835125,0.0006704135,0.0005081483,0.0002125851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004931554,"about_ca_system_score_gemma":0.0006474952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.011867,"about_ca_topic_score_gemma":0.01702683,"domain_scores_codex":[0.9997151,0.00005544948,0.00003901291,0.00007608275,0.00006694291,0.00004738171],"domain_scores_gemma":[0.9978114,0.0006668335,0.0008952057,0.00006290129,0.0001941752,0.0003695634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001203573,0.00003440777,0.9976571,0.00001333054,0.00001655369,0.0001445292,0.0002253322,0.00004682358,0.0004257351,0.00001385576,0.00003758565,0.001264392],"study_design_scores_gemma":[0.000005404317,0.00007438689,0.9988778,0.000008602289,0.00001092214,0.0003194312,0.0002919812,0.0001592199,0.0001872396,0.00001930685,0.00004309985,0.000002507772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995341,0.00007382658,0.00002659179,0.00001285273,0.000001500817,0.000002028194,0.00006733157,0.000002822606,0.0002788826],"genre_scores_gemma":[0.9996673,0.0000282282,0.00009352125,0.00000553667,0.000001447832,0.000006042492,0.0001127953,0.000001618169,0.00008357089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.011867,"threshold_uncertainty_score":0.02359581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008903157203448924,"score_gpt":0.2993758151894106,"score_spread":0.2904726579859617,"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."}}