{"id":"W3166758534","doi":"10.34172/ijhpm.2021.46","title":"Access to Care for Mental Health Problems in Afghanistan: A National Challenge","year":2021,"lang":"en","type":"article","venue":"International Journal of Health Policy and Management","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"European Commission","keywords":"Mental health; Mental health care; Health care; Medicine; Political science; Environmental health; Nursing; Psychology; Psychiatry; Law","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":[0.0006493183,0.0001179235,0.0002578505,0.0005147616,0.0001581,0.00007550797,0.0002726346,0.00002979731,0.00007164243],"category_scores_gemma":[0.00001777209,0.0001122424,0.00005950945,0.0001646379,0.00001429737,0.0001741087,0.0001342788,0.00009135217,0.000005760759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050938,"about_ca_system_score_gemma":0.000292628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007144586,"about_ca_topic_score_gemma":0.001252619,"domain_scores_codex":[0.9981613,0.0001175193,0.0007411129,0.0002140316,0.0004405792,0.0003254416],"domain_scores_gemma":[0.9990596,0.00004961959,0.0003847986,0.00007217329,0.000248996,0.0001847889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005861681,0.001506471,0.001514227,0.001757796,0.0005001961,0.0001322106,0.02662528,0.00009586981,0.000002360347,0.2967434,0.04407553,0.6264604],"study_design_scores_gemma":[0.006666963,0.00105331,0.0298329,0.00107885,0.000007438942,0.0001430556,0.006536555,0.00001544659,0.000009931912,0.00751099,0.9469566,0.0001879431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02840914,0.02453162,0.003122574,0.9039346,0.006020804,0.004621772,0.0005019602,0.00002907419,0.02882848],"genre_scores_gemma":[0.9483352,0.005541555,0.001781884,0.04178246,0.0008108112,0.0002412372,0.0001145403,0.00002334082,0.001368931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9199261,"threshold_uncertainty_score":0.457711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046619850102832,"score_gpt":0.5121984276759184,"score_spread":0.4075364426656352,"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."}}