{"id":"W2126209295","doi":"10.1177/0265659014539689","title":"Outcomes and predictors in preschoolers with speech-language and/or developmental mobility impairments","year":2014,"lang":"en","type":"article","venue":"Child Language Teaching and Therapy","topic":"Language Development and Disorders","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"","keywords":"Intervention (counseling); Psychology; Psychological intervention; International Classification of Functioning, Disability and Health; Language development; Developmental psychology; Clinical psychology; Rehabilitation; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006827692,0.0002791571,0.0002973868,0.0001409731,0.0001922277,0.00006706651,0.000111309,0.00009884372,0.0002226787],"category_scores_gemma":[0.00006995264,0.0001788714,0.00002366201,0.00007779798,0.0001164288,0.0001318917,0.00005528895,0.0003945449,0.000004255974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002261952,"about_ca_system_score_gemma":0.00001728798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200326,"about_ca_topic_score_gemma":0.0004297342,"domain_scores_codex":[0.9985775,0.0002436807,0.0002209773,0.0004680296,0.000148261,0.0003415797],"domain_scores_gemma":[0.9994491,0.0001433838,0.00006518418,0.0002036994,0.000005397897,0.0001332085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003240617,0.0001950285,0.6680825,0.00001909303,0.0001066589,0.00006517563,0.1233869,2.386282e-7,0.00007331488,0.00006486258,0.00005470501,0.2076274],"study_design_scores_gemma":[0.005192673,0.0002397421,0.9526359,0.00005970417,0.00001133592,0.0001251901,0.04077559,0.00001389549,0.00005021626,0.00002864802,0.0005337754,0.0003332705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904777,0.002518826,0.00003780374,0.0001541726,0.00007848207,0.0004072397,0.000007736404,0.0001172296,0.006200772],"genre_scores_gemma":[0.996839,0.00007621718,0.001186925,0.0008867353,0.00003979405,0.0000357857,0.00002524258,0.00003151969,0.0008787698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2845534,"threshold_uncertainty_score":0.7294165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007079783246993154,"score_gpt":0.2677686603918736,"score_spread":0.2606888771448804,"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."}}