{"id":"W2183557743","doi":"10.1093/heapol/czv114","title":"Task shifting—perception of stake holders about adequacy of training and supervision for community mental health workers in Ghana","year":2015,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mental health; Stakeholder; Perception; Nursing; Task (project management); Economic shortage; Medicine; Medical education; Psychology; Psychiatry; Public relations; Government (linguistics); Political science; Management","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":[0.004987735,0.0002473326,0.0002108069,0.0005979813,0.001853453,0.001456403,0.0004701465,0.0006162452,0.002065748],"category_scores_gemma":[0.01328961,0.0003030988,0.0001940962,0.0003916245,0.002139736,0.001138087,0.001886303,0.0009689116,0.0001418591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001845163,"about_ca_system_score_gemma":0.001817391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01059129,"about_ca_topic_score_gemma":0.01457747,"domain_scores_codex":[0.9970118,0.001581416,0.0002098036,0.0001453574,0.0005117418,0.0005399193],"domain_scores_gemma":[0.9874999,0.003941517,0.004902569,0.0002871499,0.0009564802,0.002412451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002863472,0.000248967,0.6481105,0.0002154695,0.00003516034,0.001464824,0.3220023,0.0001273939,0.005088252,0.0004387403,0.0009163513,0.02106583],"study_design_scores_gemma":[0.00002105434,0.0003947698,0.399836,0.0002284853,0.000009075061,0.0004390316,0.595685,0.0002769908,0.0003617892,0.0002895915,0.002433534,0.0000246742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988025,0.00005628732,0.00007526984,0.0004557184,0.000006900858,0.0000163298,0.000009213511,0.00000122186,0.0005763856],"genre_scores_gemma":[0.999724,0.00005377108,0.00005334098,0.00007210141,0.000004009389,0.000009021416,0.00000612485,6.489296e-7,0.00007697306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01059129,"threshold_uncertainty_score":0.02637798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1961410914663204,"score_gpt":0.4383800936851074,"score_spread":0.2422390022187869,"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."}}