{"id":"W2600660804","doi":"10.1177/1178632917694350","title":"Mental Health Service Provision in Low- and Middle-Income Countries","year":2017,"lang":"en","type":"review","venue":"Health Services Insights","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":826,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Mental health; Low and middle income countries; Legislation; Service (business); Public relations; Politics; Business; Population; Resource (disambiguation); Political science; Economic growth; Medicine; Developing country; Marketing; Environmental health; Psychiatry; Economics","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007701198,0.0009624922,0.003307892,0.0006148365,0.001497355,0.0002201732,0.0009218755,0.0005892045,0.000203239],"category_scores_gemma":[0.000001679069,0.000748224,0.0001601567,0.000401855,0.00008882145,0.0004831579,0.0003767939,0.0007363263,0.000734928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009443165,"about_ca_system_score_gemma":0.0007802469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0165138,"about_ca_topic_score_gemma":0.02629861,"domain_scores_codex":[0.9938585,0.0008678865,0.002139217,0.001339889,0.0004840683,0.001310414],"domain_scores_gemma":[0.9952239,0.0001793012,0.002538481,0.001273391,0.00006280416,0.0007220577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009075101,0.0003175014,0.0001843908,0.5328083,0.00008599283,0.00005916478,0.01346452,2.811716e-8,8.780601e-10,0.0008402846,0.0001412384,0.4520078],"study_design_scores_gemma":[0.001212968,0.000333372,0.0007168896,0.1856015,0.00003505054,0.00006579368,0.0003950711,0.000007427014,2.879214e-8,0.00007281436,0.8111221,0.0004370015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001333671,0.9864253,2.015687e-7,0.001760495,0.002397668,0.006105456,0.0002733187,0.0001143831,0.001589512],"genre_scores_gemma":[0.0004244738,0.9904858,0.00006361661,0.006062101,0.0003454807,0.0005951442,0.001061478,0.0001218473,0.0008400657],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8109809,"threshold_uncertainty_score":0.9998026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09202788790952414,"score_gpt":0.4537760333516621,"score_spread":0.361748145442138,"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."}}