{"id":"W2442921303","doi":"10.1080/10376178.2016.1194726","title":"Perceived training needs of nurses working with mentally ill patients","year":2016,"lang":"en","type":"article","venue":"Contemporary Nurse","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; University of Manitoba","funders":"","keywords":"Mental health; Competence (human resources); Psychosocial; Nursing; Medicine; Mentally ill; Health care; Psychology; Psychiatry; Mental illness","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":[0.001203099,0.0001530154,0.0001747183,0.0003234143,0.0005904628,0.0006397116,0.0002400198,0.0005000262,0.002605188],"category_scores_gemma":[0.006723349,0.0001697217,0.0002001527,0.0001577986,0.0003819477,0.0004647211,0.0007820894,0.0005795871,0.0001796329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005659711,"about_ca_system_score_gemma":0.0009341803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00375803,"about_ca_topic_score_gemma":0.007742151,"domain_scores_codex":[0.9992896,0.0002821478,0.00007685104,0.00003517155,0.00015701,0.0001591734],"domain_scores_gemma":[0.9962476,0.000863587,0.001396125,0.00004307673,0.0003760957,0.001073409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001158645,0.0004945981,0.9542832,0.0002738799,0.00003800077,0.0005558883,0.02648881,0.00014463,0.0009654692,0.00009074744,0.001136592,0.01541246],"study_design_scores_gemma":[0.00001547275,0.00071569,0.9152346,0.0003003441,0.00001819202,0.0008939967,0.08056079,0.0003075193,0.0001647065,0.00008649982,0.001679016,0.00002326622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986107,0.0001830717,0.00001921584,0.0004629403,0.00001176841,0.000008865641,0.00002099351,0.000001015044,0.0006813398],"genre_scores_gemma":[0.999258,0.0002324261,0.00008265577,0.0001454959,0.000006201725,0.00001091995,0.00002185294,5.240774e-7,0.0002419591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00375803,"threshold_uncertainty_score":0.008715272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07713610758263385,"score_gpt":0.3334231853750984,"score_spread":0.2562870777924646,"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."}}