{"id":"W2820525616","doi":"10.15226/2475-4714/2/2/00123","title":"African burden of Mental Health: necessity of global exchange between researchers","year":2017,"lang":"en","type":"article","venue":"Journal of Advanced Research in Biotechnology","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Mental health; Administration (probate law); Public health; Global health; Business; Population; Environmental health; Economic growth; Development economics; Medicine; Political science; Economics; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01819826,0.0007646074,0.001168564,0.002903971,0.005241337,0.008058534,0.001723573,0.006201263,0.02434844],"category_scores_gemma":[0.03087874,0.0004863414,0.0007460677,0.003155885,0.005019933,0.01302092,0.01358728,0.008915617,0.001807097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004178383,"about_ca_system_score_gemma":0.01819988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005089817,"about_ca_topic_score_gemma":0.00519627,"domain_scores_codex":[0.9916151,0.004892219,0.0003430986,0.0004219362,0.000959946,0.001767811],"domain_scores_gemma":[0.9697356,0.01239738,0.003036383,0.002033917,0.003323648,0.009473023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003321734,0.0003296768,0.0175054,0.002637923,0.0003084008,0.001822934,0.01164602,0.0003928716,0.001160804,0.1411152,0.3976887,0.42506],"study_design_scores_gemma":[0.0001055738,0.0001752862,0.02514345,0.004704039,0.00008051051,0.001007949,0.03168976,0.0003661925,0.0003289206,0.1241892,0.8121072,0.0001018105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008102341,0.04231077,0.0009686598,0.9332108,0.00529029,0.0000412367,0.0002191808,0.0000441692,0.009812485],"genre_scores_gemma":[0.4883007,0.165299,0.01304645,0.2925893,0.02434815,0.0003566151,0.0006386903,0.0001556696,0.01526548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02434844,"threshold_uncertainty_score":0.09624273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1774126778498491,"score_gpt":0.4678121352397572,"score_spread":0.2903994573899081,"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."}}