{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008347406,0.0005735242,0.0003301118,0.001322908,0.000762011,0.0007174945,0.0005198112,0.0005628142,0.001380828],"category_scores_gemma":[0.003540124,0.0002413729,0.000505727,0.001073789,0.0004845483,0.0006386452,0.001350755,0.001059667,0.0002218153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009622556,"about_ca_system_score_gemma":0.0009371668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03611439,"about_ca_topic_score_gemma":0.05204115,"domain_scores_codex":[0.9994434,0.00008241589,0.00006418741,0.00009126489,0.0001225707,0.0001961948],"domain_scores_gemma":[0.9984322,0.0002266597,0.0008229276,0.00004524358,0.000165973,0.0003070107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006287685,0.00007131862,0.9969473,0.00001462977,0.00001138486,0.0001646977,0.0006515989,0.00002305587,0.00009975291,0.00001364865,0.00006747586,0.001872205],"study_design_scores_gemma":[0.000001938169,0.00008236628,0.998038,0.00001247016,0.000008687793,0.0001172757,0.001567875,0.000034199,0.00005635887,0.00001604975,0.00006223514,0.000002563416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995608,0.0001335845,0.00001386166,0.00002562864,0.000001829666,0.000006243847,0.00006951291,0.000001819133,0.0001867334],"genre_scores_gemma":[0.9994258,0.0001384653,0.00005824824,0.000008976731,0.000002850647,0.00001873565,0.0002160662,0.000001213176,0.0001297844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03611439,"threshold_uncertainty_score":0.0718084,"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."}}