{"id":"W2625101554","doi":"10.1017/gmh.2017.7","title":"WHO Parents Skills Training (PST) programme for children with developmental disorders and delays delivered by Family Volunteers in rural Pakistan: study protocol for effectiveness implementation hybrid cluster randomized controlled trial","year":2017,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Canada; Autism Speaks","keywords":"Psychological intervention; Medicine; Intervention (counseling); Empowerment; Mental health; Cluster randomised controlled trial; Randomized controlled trial; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01041148,0.0005642437,0.00215902,0.0001353763,0.003302743,0.0001691854,0.0004573135,0.0001103725,0.000007170397],"category_scores_gemma":[0.0005039931,0.0004494152,0.0002152011,0.0001632284,0.000305235,0.0006057501,0.0002040378,0.000281915,0.000003403571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002365807,"about_ca_system_score_gemma":0.002354083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00791459,"about_ca_topic_score_gemma":0.004916484,"domain_scores_codex":[0.9909523,0.003105415,0.002430046,0.0008883873,0.0007184159,0.001905464],"domain_scores_gemma":[0.9954537,0.00156619,0.00181885,0.0003271473,0.0002120441,0.0006220771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8463642,0.0006262558,0.1139495,0.0005237632,0.000696562,7.018904e-7,0.008145245,0.000001650207,0.000006631813,0.000116727,0.003081312,0.02648741],"study_design_scores_gemma":[0.8986728,0.003238188,0.07315095,0.0002611553,0.0001485965,0.000004399493,0.02337859,0.0003435733,0.000005433657,0.000046601,0.0003401427,0.0004095912],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.529804,0.000009259393,0.004188196,0.0009431411,0.0001869718,0.463393,0.001398753,0.00004224166,0.0000344646],"genre_scores_gemma":[0.5001038,0.000005508632,0.001728177,0.001363139,0.00005914283,0.4964262,0.0002575154,0.00003498952,0.00002152728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05230856,"threshold_uncertainty_score":0.9997957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09255214670540579,"score_gpt":0.5425821441698012,"score_spread":0.4500299974643954,"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."}}