{"id":"W2530015281","doi":"10.4103/0019-5545.192012","title":"Contemporary issues for delivery of mental health services in Commonwealth countries","year":2016,"lang":"en","type":"article","venue":"Indian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commonwealth; Diaspora; Mental health; Sociology; Political science; Law; 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":[0.01513061,0.0006555108,0.0005442872,0.002892839,0.0165111,0.01902256,0.004580486,0.01357433,0.02638745],"category_scores_gemma":[0.03511929,0.0007067611,0.001021865,0.006154631,0.01786908,0.01052534,0.01510492,0.0110301,0.002142598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03480152,"about_ca_system_score_gemma":0.09311463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2461341,"about_ca_topic_score_gemma":0.1995971,"domain_scores_codex":[0.9788643,0.00838579,0.001422215,0.0008330308,0.003008001,0.007486544],"domain_scores_gemma":[0.9677213,0.006740559,0.002530581,0.0006654314,0.004552746,0.01778936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005248315,0.0002445443,0.01266676,0.001512267,0.00007045863,0.002478845,0.03271777,0.0006641969,0.0002447764,0.2165518,0.6451815,0.08761456],"study_design_scores_gemma":[0.00006100969,0.0001189238,0.03162097,0.0061823,0.00003352998,0.0008654005,0.1151799,0.0003131563,0.00008623428,0.02944596,0.8159564,0.0001362969],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.006020223,0.02494093,0.0001819349,0.9475076,0.003315271,0.00004657375,0.00009172213,0.00001632943,0.01787932],"genre_scores_gemma":[0.329179,0.1057448,0.001966817,0.5108976,0.01368709,0.0005449209,0.0004347448,0.0001519081,0.0373932],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2461341,"threshold_uncertainty_score":0.4894029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326285360429581,"score_gpt":0.3664461617137146,"score_spread":0.3431833081094188,"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."}}