{"id":"W6907827412","doi":"10.25384/sage.7924319","title":"Supplemental Material, LHW_Post-training_Case_scenarios - A Model of Mental Health Care Involving Trained Lay Health Workers for Treatment of Major Mental Disorders Among Youth in a Conflict-Ridden, Low-Middle Income Environment: Part I Adaptation and Implementation","year":2019,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Adaptation (eye); Mental health care; Health care; Mental illness","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004517872,0.0006742503,0.0005270801,0.001220272,0.002411834,0.001461559,0.003317737,0.00223751,0.4096752],"category_scores_gemma":[0.01890838,0.0008052223,0.0008775962,0.0009542797,0.000414889,0.001835166,0.002168085,0.002252394,0.05847589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004376893,"about_ca_system_score_gemma":0.009718929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02228305,"about_ca_topic_score_gemma":0.06074457,"domain_scores_codex":[0.9986307,0.0005451784,0.0001260121,0.00009205256,0.0003809546,0.000224977],"domain_scores_gemma":[0.9851133,0.006035527,0.0006404542,0.0009266384,0.002812755,0.004471241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003255846,0.005660021,0.002613537,0.0001978208,0.00001117819,0.0002140657,0.0003490075,0.0009571068,0.0001623907,0.0009752834,0.9368211,0.05171299],"study_design_scores_gemma":[0.005400981,0.003556171,0.09867735,0.001199776,0.00008821489,0.0008283218,0.004697278,0.00715697,0.00145185,0.01070087,0.8659534,0.0002887243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.09041375,0.0003495377,0.02078312,0.05536454,0.004013492,0.07640892,0.2872782,0.0173241,0.4480644],"genre_scores_gemma":[0.2030367,0.001385306,0.174816,0.01757063,0.001656887,0.1081466,0.1496576,0.002427917,0.3413025],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.4096752,"threshold_uncertainty_score":0.8420267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08793428832012412,"score_gpt":0.375453398238475,"score_spread":0.2875191099183508,"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."}}