{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008671396,0.0002015097,0.0002960749,0.0001479047,0.000097118,0.00001054344,0.0001977906,0.00007670954,0.0008637086],"category_scores_gemma":[0.00000959561,0.0001218022,0.00006157048,0.000169977,0.0001682349,0.0002191851,0.00001488725,0.00006421696,0.00008982799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005508654,"about_ca_system_score_gemma":0.00003876605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007862014,"about_ca_topic_score_gemma":0.000008826963,"domain_scores_codex":[0.9988193,0.00009894034,0.0003558737,0.0002286076,0.0001875881,0.0003096873],"domain_scores_gemma":[0.9991463,0.0001068113,0.0002411877,0.000287401,0.00008377137,0.0001345412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001352101,0.0008205756,0.7157676,0.00002460371,0.00015801,0.0000315656,0.02668241,5.818843e-8,0.000447124,0.0009603587,0.004334962,0.2494206],"study_design_scores_gemma":[0.01665998,0.00252604,0.9174774,0.001574116,0.00007396741,0.00001152226,0.04562372,0.000001657022,0.0007625124,0.0001676114,0.01453529,0.0005861716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.873822,0.0002693994,0.00001616594,0.0003863057,0.0008621758,0.0005525734,0.00002712483,0.00005759441,0.1240067],"genre_scores_gemma":[0.9905894,0.000003745101,0.00006105484,0.0003702548,0.00007400814,0.00007079097,0.0000365903,0.0000339375,0.008760259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2488344,"threshold_uncertainty_score":0.9457003,"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."}}