{"id":"W2968434414","doi":"10.4324/9781315780344-17","title":"Mental health care nursing standards: international perspectives Sarah Benbow, Wafa’a Ta’an, Malene Terp, Marc Haspeslagh and","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; History; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001389478,0.0004364244,0.0002764495,0.001012441,0.002378146,0.005045797,0.0005619102,0.001323167,0.009049639],"category_scores_gemma":[0.001691314,0.00023244,0.0001745571,0.001741243,0.003142479,0.004438811,0.002006937,0.004501449,0.001821563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004029552,"about_ca_system_score_gemma":0.003418258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00526695,"about_ca_topic_score_gemma":0.01100806,"domain_scores_codex":[0.999163,0.0002683033,0.00003449151,0.00006297748,0.0003957759,0.00007530031],"domain_scores_gemma":[0.999025,0.000585511,0.00005666647,0.00002272224,0.0001959659,0.00011422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000133948,0.00006111432,0.0004540693,0.0004569788,0.000003467791,0.0001682066,0.02560903,0.0002701879,0.0002671444,0.3812362,0.4395952,0.1518651],"study_design_scores_gemma":[0.000001455265,0.00001249508,0.0007199413,0.0008387078,0.000001110453,0.0001909536,0.006592992,0.00006311473,0.0000665886,0.01921094,0.9722945,0.00000714894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007872476,0.2693925,0.001977086,0.1642969,0.01088816,0.00004334437,0.0001196602,0.00008462834,0.5453252],"genre_scores_gemma":[0.1024899,0.3709262,0.005546141,0.02883143,0.007450903,0.0001676802,0.000405158,0.0001856,0.4839969],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009049639,"threshold_uncertainty_score":0.03027403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569704046465138,"score_gpt":0.3733877031364283,"score_spread":0.357690662671777,"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."}}