{"id":"W2605479672","doi":"10.1111/nin.12199","title":"Safety in psychiatric inpatient care: The impact of risk management culture on mental health nursing practice","year":2017,"lang":"en","type":"article","venue":"Nursing Inquiry","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nursing; Harm; Paternalism; Seclusion; Medicine; Cornerstone; Patient safety; Risk management; Psychiatry; Mental illness; Mental health; Nursing care; Health care; Psychology; Social psychology; Political science; Business","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":[0.001003903,0.0002319118,0.0003180718,0.0002226866,0.001009296,0.00006439807,0.0005134316,0.0001773274,0.00003194608],"category_scores_gemma":[0.0002142112,0.0001530736,0.0001701352,0.0002268172,0.0003736243,0.000114268,0.00002903781,0.000706511,0.00004275039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196341,"about_ca_system_score_gemma":0.0001368149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001436843,"about_ca_topic_score_gemma":0.00002986308,"domain_scores_codex":[0.9971644,0.0007844592,0.0005905497,0.0004631621,0.0004519724,0.0005454659],"domain_scores_gemma":[0.9974873,0.0002074569,0.0008741264,0.001210224,0.00007927362,0.0001416025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001049707,0.001059036,0.001790976,0.00002304413,0.00006785359,0.00004389335,0.2191191,0.0001815719,8.139663e-7,0.001261655,0.01156055,0.7638418],"study_design_scores_gemma":[0.00278761,0.001870936,0.8498018,0.003112074,0.00005591109,0.000163758,0.1334107,0.00006070511,0.000002160978,0.002342139,0.006081852,0.0003103082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8733951,0.005359734,0.0005876858,0.01314703,0.01481327,0.001803228,0.0001379508,0.00007384774,0.09068216],"genre_scores_gemma":[0.9979039,0.000474153,0.0008914421,0.0002714206,0.0003503405,0.00001054166,0.00002199736,0.00002972664,0.00004644971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8480108,"threshold_uncertainty_score":0.7762791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04739989245225654,"score_gpt":0.4742344432612548,"score_spread":0.4268345508089982,"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."}}