{"id":"W2526907453","doi":"10.1186/s12992-016-0199-z","title":"Improving Ghana’s mental healthcare through task-shifting- psychiatrists and health policy directors perceptions about government’s commitment and the role of community mental health workers","year":2016,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mental health; Government (linguistics); Health policy; Social policy; Health care; Health services research; Scarcity; Nursing; Medicine; Health administration; Public health; Psychology; Public relations; Psychiatry; Political science","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":[0.00649931,0.0001854191,0.0001371447,0.0003607642,0.004024546,0.003003399,0.0004952243,0.001173943,0.004038877],"category_scores_gemma":[0.009626921,0.0002694031,0.0001334717,0.0004943968,0.004181396,0.001817273,0.003146576,0.001791877,0.0002282937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006134111,"about_ca_system_score_gemma":0.01307257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02059826,"about_ca_topic_score_gemma":0.0326579,"domain_scores_codex":[0.9954136,0.002730583,0.000159976,0.0001543317,0.0003325045,0.001209038],"domain_scores_gemma":[0.9907504,0.002694743,0.00238028,0.0002079638,0.0005557094,0.003410898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002846691,0.0005686854,0.2980371,0.0008997451,0.00003849025,0.003715664,0.5814145,0.0003744497,0.005694203,0.01082867,0.0160616,0.08208228],"study_design_scores_gemma":[0.0000681038,0.0003673031,0.2113204,0.0008930672,0.00001722755,0.0006507667,0.7303964,0.0002274782,0.0005029553,0.001284589,0.05423918,0.00003252983],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584399,0.0008718636,0.0002739307,0.03135855,0.00009509148,0.00006371678,0.00002574547,0.000007477221,0.008863742],"genre_scores_gemma":[0.9963974,0.0005211975,0.0002561217,0.001994776,0.00002218573,0.00002393137,0.00001023489,0.000002007238,0.0007722221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02059826,"threshold_uncertainty_score":0.04450625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0327477614553978,"score_gpt":0.3901215523544933,"score_spread":0.3573737908990954,"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."}}