{"id":"W2949881097","doi":"10.1007/s10826-020-01816-z","title":"Family Functioning and Mental Health Changes Following a Family Therapy Intervention in Kenya: a Pilot Trial","year":2020,"lang":"en","type":"article","venue":"Journal of Child and Family Studies","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Mental Health; Grand Challenges Canada","keywords":"Mental health; Psychological intervention; Intervention (counseling); Family therapy; Observational study; Domestic violence; Medicine; Psychiatry; Psychology; Clinical psychology; Suicide prevention; Poison control; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0004683826,0.0001759898,0.0004859021,0.0001244123,0.0002576171,0.00003911658,0.0000644396,0.00003820898,0.000004217297],"category_scores_gemma":[0.00002177064,0.0001345726,0.0001308805,0.0001517795,0.00005414096,0.0001062031,0.0000459676,0.0002648309,0.000001766018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003982722,"about_ca_system_score_gemma":0.00002317419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002375565,"about_ca_topic_score_gemma":0.00001505468,"domain_scores_codex":[0.9987073,0.0001207902,0.0005257637,0.000215932,0.0002194353,0.0002108041],"domain_scores_gemma":[0.999491,0.00003892824,0.0002781261,0.00003839786,0.00004044457,0.0001130827],"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":[0.07076455,0.003565304,0.09172972,0.0004210681,0.004924205,0.0001165205,0.1153369,0.000005203803,0.001904996,0.001661515,0.1133723,0.5961977],"study_design_scores_gemma":[0.0416208,0.00434518,0.8865485,0.001023856,0.00002222804,0.00001988878,0.02567698,0.000002432911,0.000002000523,0.0002544894,0.04027561,0.000208101],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8313015,0.1374603,0.00003023955,0.02782231,0.002399999,0.0002755944,0.000005799859,0.00001195648,0.0006922685],"genre_scores_gemma":[0.9568193,0.02876999,0.00004655799,0.01334518,0.0009458737,0.000005380929,0.00000325395,0.00001149367,0.00005299739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7948187,"threshold_uncertainty_score":0.5487713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08042990899072787,"score_gpt":0.3373403147455741,"score_spread":0.2569104057548462,"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."}}