{"id":"W4200242218","doi":"10.1016/s2215-0366(21)00384-9","title":"Efficacy and cost-effectiveness of task-shared care for people with severe mental disorders in Ethiopia (TaSCS): a single-blind, randomised, controlled, phase 3 non-inferiority trial","year":2021,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Horizon Health Network","funders":"National Institute of Mental Health; Medical Research Council; National Institute for Health and Care Research","keywords":"Phase (matter); Mental health; MEDLINE; Mental health care; Clinical trial","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005870615,0.0002614354,0.001076414,0.00006230578,0.0002185649,0.00004068497,0.0001938541,0.0001364938,0.0001065579],"category_scores_gemma":[0.00003847255,0.000175487,0.0001402953,0.0002514341,0.00008353842,0.00008968794,0.00004218643,0.0002382985,0.00000366925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006745705,"about_ca_system_score_gemma":0.000115161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002451561,"about_ca_topic_score_gemma":0.004172585,"domain_scores_codex":[0.9979824,0.0005823176,0.0004214906,0.0004293738,0.0001691841,0.0004152114],"domain_scores_gemma":[0.9982619,0.0009449195,0.000242851,0.0004087137,0.00006108409,0.00008056419],"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":[0.9624543,0.002501437,0.02227046,0.0007049893,0.000325705,0.000003123157,0.004280403,0.000005425182,0.0001140559,0.0002946371,0.0002715683,0.006773946],"study_design_scores_gemma":[0.9759248,0.001982902,0.01773388,0.0002974718,0.0002097896,0.00001270351,0.002868058,0.00002607128,0.0000665113,0.0002453229,0.0004127228,0.0002197602],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978316,0.002310373,0.0001002825,0.001098394,0.001607285,0.01430918,0.0003741721,0.00002542235,0.001858906],"genre_scores_gemma":[0.9956735,0.00007124814,0.0002436471,0.0001529164,0.0003523393,0.003063749,0.0003543507,0.00002998488,0.00005824468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01735753,"threshold_uncertainty_score":0.7156153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03260195274904434,"score_gpt":0.3753490720303098,"score_spread":0.3427471192812654,"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."}}