{"id":"W4378078425","doi":"10.3390/children10060913","title":"Supporting Depressed Mothers of Young Children with Intellectual Disability: Feasibility of an Integrated Parenting Intervention in a Low-Income Setting","year":2023,"lang":"en","type":"article","venue":"Children","topic":"Family and Disability Support Research","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Pakistan Institute of Living and Learning; Grand Challenges Canada","keywords":"Intervention (counseling); Attendance; Psychological intervention; Anxiety; Mental health; Intellectual disability; Psychology; Clinical psychology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002783579,0.0002728921,0.0005592167,0.0002983732,0.00007493151,0.00003093501,0.0005121732,0.0001772436,0.0007874515],"category_scores_gemma":[0.001302147,0.0002387455,0.0002006821,0.001407907,0.0006295688,0.000253685,0.00020106,0.0004895565,0.00002581265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001172751,"about_ca_system_score_gemma":0.00007821191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00721159,"about_ca_topic_score_gemma":0.002334821,"domain_scores_codex":[0.9961888,0.0007195518,0.00117349,0.0007967892,0.0004153233,0.000706057],"domain_scores_gemma":[0.9980291,0.0004427161,0.0003779513,0.0008884653,0.000128807,0.0001329927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000508934,0.001078104,0.975916,0.0001251383,0.0001516494,0.000003692665,0.007873761,0.0001391464,0.0003507851,0.00001794096,0.00002620633,0.01380868],"study_design_scores_gemma":[0.001663775,0.0003953617,0.981981,0.0002597234,0.00002964089,0.00001697259,0.0126308,0.0007363962,0.001905256,0.0001675471,2.991251e-7,0.0002132363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979391,0.00003531126,0.000177646,0.00002793766,0.00008413239,0.001143161,0.0001353237,0.0001469844,0.0003104403],"genre_scores_gemma":[0.9990358,0.000001216546,0.000149184,0.000007769105,0.00003429883,0.00005495682,0.0006194923,0.00004471509,0.0000525595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01359544,"threshold_uncertainty_score":0.9993995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02949324744053427,"score_gpt":0.3604749334438122,"score_spread":0.3309816860032779,"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."}}