{"id":"W4413492857","doi":"10.18502/jebhpme.v9i1.19420","title":"Mental Health Policies: Comparative Analysis of Mental Health Systems in Iran and Six Selected Countries","year":2025,"lang":"en","type":"article","venue":"Evidence Based Health Policy Management and Economics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Political science; Environmental health; Medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.001850957,0.0002227302,0.0003004224,0.004549185,0.0006134085,0.001012349,0.0003844348,0.0003756887,0.002241287],"category_scores_gemma":[0.00415837,0.0001846129,0.000715738,0.005289233,0.0006232466,0.0008914261,0.0009493333,0.0003233289,0.0001274969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002244139,"about_ca_system_score_gemma":0.002293975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01938305,"about_ca_topic_score_gemma":0.02049278,"domain_scores_codex":[0.9987051,0.0005065148,0.0001233925,0.0001019178,0.0002441209,0.0003190189],"domain_scores_gemma":[0.9972957,0.0008472502,0.0009980922,0.00008407429,0.0004544108,0.000320567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003561846,0.0002998145,0.9835806,0.0002221383,0.0002967746,0.0002630376,0.00256208,0.0005885072,0.0001095424,0.001167482,0.0004242806,0.01012947],"study_design_scores_gemma":[0.00002539322,0.0002638369,0.9879271,0.00005154601,0.00007201319,0.0001214497,0.01062366,0.0002555688,0.00005626547,0.00009073814,0.0005047874,0.000007513104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980167,0.0003868183,0.0000519985,0.00006551047,0.000005236773,0.00003809221,0.0004437726,0.000002055437,0.0009898595],"genre_scores_gemma":[0.9990688,0.0002517963,0.00009448397,0.00001759587,0.000005587262,0.00003118709,0.000459742,6.28745e-7,0.00007019438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01938305,"threshold_uncertainty_score":0.03854042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08538408884828597,"score_gpt":0.4430457975949716,"score_spread":0.3576617087466857,"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."}}