{"id":"W3112226755","doi":"10.3390/ijerph17239123","title":"A Parent-Implemented Language Intervention for Late Talkers: An Exploratory Study on Low-Risk Preterm and Full-Term Children","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Language Development and Disorders","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Università di Bologna; University of Toronto","keywords":"Intervention (counseling); Psychology; Expressive language; Developmental psychology; Full Term; Language impairment; Language development; Audiology; Reading (process); Psychological intervention; Medicine; Linguistics; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00211895,0.0008277782,0.001040209,0.0005774766,0.001011235,0.0003627802,0.0007202317,0.0007021965,0.001526678],"category_scores_gemma":[0.003324423,0.0003910371,0.0007455024,0.0003691896,0.0004829694,0.0004218587,0.0007143636,0.0008035168,0.0001890185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006906053,"about_ca_system_score_gemma":0.001979749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003553786,"about_ca_topic_score_gemma":0.005726029,"domain_scores_codex":[0.998823,0.0006268884,0.00007464602,0.0001564164,0.0001417251,0.0001773659],"domain_scores_gemma":[0.9987403,0.00060456,0.0001783642,0.0000853858,0.0001083236,0.0002830709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03021885,0.316319,0.1506771,0.005566737,0.0006613422,0.008646416,0.09079797,0.001678311,0.04138279,0.0005889905,0.001143489,0.352319],"study_design_scores_gemma":[0.01196198,0.49745,0.443298,0.0005876345,0.001033922,0.002010767,0.02536764,0.001212987,0.0118704,0.0003200994,0.004754161,0.0001325124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994368,0.00008344054,0.0001260673,0.00001394137,0.00000423246,0.0001751906,0.00002049404,0.000006845709,0.000133006],"genre_scores_gemma":[0.9927028,0.000714992,0.003946536,0.00006380395,0.00001923348,0.001850195,0.0001038244,0.000006975059,0.0005914448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003553786,"threshold_uncertainty_score":0.01120621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08653619061038431,"score_gpt":0.4302546651250961,"score_spread":0.3437184745147118,"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."}}