{"id":"W4416591535","doi":"10.1177/13591045251400385","title":"A Pilot Study of an Attachment-Based Parenting Intervention for Mandarin-Speaking Families in Canada","year":2025,"lang":"en","type":"article","venue":"Clinical Child Psychology and Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Helpfulness; Mental health; Intervention (counseling); Attendance; Immigration; Acculturation; Culturally appropriate; Help-seeking; Family support; Program evaluation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002474249,0.0007473116,0.0007801325,0.0005295726,0.00731237,0.0009756353,0.00140222,0.0005384735,0.002110977],"category_scores_gemma":[0.002747999,0.0005666288,0.0008725018,0.0008579489,0.0008210693,0.0003871903,0.0009054017,0.001375188,0.0001598849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02095237,"about_ca_system_score_gemma":0.07701232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8435781,"about_ca_topic_score_gemma":0.9586047,"domain_scores_codex":[0.9979906,0.0005475143,0.00007649318,0.0001723395,0.0003671284,0.000845874],"domain_scores_gemma":[0.9982855,0.0002086288,0.0001222656,0.00006562529,0.0005535301,0.0007645452],"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":[0.01402692,0.1520808,0.2168128,0.003681747,0.0006746762,0.005630709,0.1390589,0.002561684,0.02006847,0.001550646,0.008660624,0.435192],"study_design_scores_gemma":[0.009565224,0.08934514,0.731159,0.001290587,0.0007126057,0.0006160061,0.1327761,0.002305877,0.007114124,0.0004542191,0.02440094,0.0002601797],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935694,0.0001442096,0.0001682354,0.0001455759,0.00002421041,0.004296453,0.0001848163,0.00001464604,0.001452405],"genre_scores_gemma":[0.983829,0.0009426367,0.00436939,0.0004472631,0.00002113579,0.006773707,0.000351427,0.00001462339,0.003250782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1564219,"threshold_uncertainty_score":0.3146862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04690178921769996,"score_gpt":0.3990556603521279,"score_spread":0.3521538711344279,"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."}}