{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006858102,0.000978315,0.001322577,0.0007811595,0.0005258792,0.0004398717,0.0007892411,0.0009010616,0.00133937],"category_scores_gemma":[0.01071077,0.0004709106,0.001447685,0.0003931996,0.0005897988,0.0006340164,0.0005912436,0.0007205846,0.0001358764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009491466,"about_ca_system_score_gemma":0.001413283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001992625,"about_ca_topic_score_gemma":0.002500751,"domain_scores_codex":[0.9949551,0.003166985,0.0005874838,0.000434158,0.0004669334,0.000389251],"domain_scores_gemma":[0.9930121,0.004107208,0.001120307,0.0004280302,0.0006158623,0.0007163848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2298294,0.3798582,0.1039824,0.002861496,0.001094475,0.0007776174,0.009780535,0.003425765,0.01703616,0.0002471029,0.0005765084,0.2505303],"study_design_scores_gemma":[0.03660907,0.7375997,0.2138829,0.000100162,0.0005788362,0.0001168264,0.001877759,0.003217496,0.005172187,0.00005255278,0.0007225219,0.00006998166],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985244,0.00003202951,0.000180892,0.000009862978,0.00000814519,0.001086188,0.00003314491,0.000007616613,0.0001178034],"genre_scores_gemma":[0.9871548,0.0001347679,0.002999038,0.00002698957,0.00003201474,0.00931193,0.0001526458,0.00000460324,0.0001832099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006858102,"threshold_uncertainty_score":0.03626949,"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."}}