{"id":"W4407363322","doi":"10.2196/60333","title":"Efficacy, Feasibility, and Acceptability of an Emotional Competence Tele-Intervention for Mandarin-Speaking Children Aged 5 to 7 Years With Developmental Language Disorder: Pilot Study With an Interrupted Time-Series Design","year":2025,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Language Development and Disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science and Technology Council; Chung Shan Medical University","keywords":"Psychology; Competence (human resources); Developmental psychology; Vocabulary; Comprehension; Mandarin Chinese; Emotional competence; Emotional intelligence; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000495173,0.000174064,0.0002312995,0.000172478,0.0001682363,0.00009757804,0.0001437131,0.00003380296,0.0001238773],"category_scores_gemma":[0.00003911782,0.0001466798,0.00002149296,0.0002860058,0.00006613868,0.0001903294,0.0001120647,0.00009160409,9.102168e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002491213,"about_ca_system_score_gemma":0.00004897169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002982829,"about_ca_topic_score_gemma":0.001750001,"domain_scores_codex":[0.9987255,0.0001373987,0.0003030309,0.000463209,0.0001524905,0.0002183156],"domain_scores_gemma":[0.9994739,0.0001008381,0.0001288836,0.0001593296,0.00006584525,0.00007114784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002326212,0.001335605,0.9549536,0.00006274412,0.00006873607,0.000004373419,0.01090536,0.000009727404,0.00001910363,0.0000183734,0.00001476511,0.03028145],"study_design_scores_gemma":[0.00349831,0.00294103,0.9827722,0.00002808689,0.00005218593,0.000007614236,0.01045211,0.00002344399,0.00001237713,0.00001625724,0.000005291729,0.0001911212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994015,0.00009515922,0.003826778,0.000009082522,0.00004571364,0.00183776,0.00002932588,0.00004927346,0.00009190029],"genre_scores_gemma":[0.9882556,0.000001678646,0.01137314,0.00001579533,0.00002715569,0.0001019789,0.0001356146,0.00001624564,0.00007276304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03009033,"threshold_uncertainty_score":0.5981427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423952351677957,"score_gpt":0.3224486219978622,"score_spread":0.2982090984810827,"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."}}