{"id":"W2143812719","doi":"10.1016/s2215-0366(15)00014-0","title":"Global mental health and neuroscience: potential synergies","year":2015,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Mental Health; Wellcome Trust; Foundation for the National Institutes of Health","keywords":"Mental health; Global mental health; Translational research; Bench to bedside; Intervention (counseling); Psychology; Global health; Mental illness; Medicine; Neuroscience; Psychiatry; Public health; Nursing","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"],"consensus_categories":[],"category_scores_codex":[0.0006057436,0.0004261601,0.001286637,0.00005639591,0.001100718,0.0003048285,0.0006466266,0.00009934804,0.0001414658],"category_scores_gemma":[0.000004923815,0.0002507934,0.0002110279,0.0001060651,0.0004576857,0.0001153811,0.0001560275,0.0003939258,0.00009822527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009527645,"about_ca_system_score_gemma":0.001177011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001761884,"about_ca_topic_score_gemma":0.0005343059,"domain_scores_codex":[0.9976035,0.0002970688,0.0005736351,0.0004575684,0.0003930711,0.0006752],"domain_scores_gemma":[0.9986413,0.00001366684,0.0004254062,0.0005253283,0.00002260137,0.0003717042],"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":[0.00002874975,0.00005665212,0.00002338477,0.008607178,0.00002555146,8.190157e-7,0.001287368,1.368616e-7,4.578896e-10,0.1045011,0.6049082,0.2805609],"study_design_scores_gemma":[0.000291473,0.0001858573,0.000004713894,0.001978507,0.00007313069,0.0001054238,0.001098268,0.000002718111,1.832825e-10,0.003467655,0.9925401,0.0002521726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001318708,0.9508892,0.000001098163,0.008374409,0.02001914,0.0007326863,0.0009984887,0.0001069551,0.01886483],"genre_scores_gemma":[0.00001244948,0.9824644,0.00006773882,0.006790211,0.008668478,0.00003794895,0.0001511452,0.00003271098,0.001774857],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3876319,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09994325520619661,"score_gpt":0.3745747625033638,"score_spread":0.2746315072971672,"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."}}