{"id":"W2997947329","doi":"10.1097/nur.0000000000000281","title":"Development and Pilot Implementation of a Search Protocol to Improve Patient Safety on a Psychiatric Inpatient Unit","year":2017,"lang":"en","type":"article","venue":"Clinical Nurse Specialist","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Protocol (science); Unit (ring theory); Patient safety; Mnemonic; Medicine; Medical emergency; Nursing; Psychology; Health care; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.138625,0.001709074,0.00161932,0.006561532,0.004402739,0.002632231,0.003630403,0.002433917,0.01026675],"category_scores_gemma":[0.2306769,0.002310641,0.002107407,0.003531155,0.002240476,0.003941586,0.005515422,0.002403867,0.002886644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007176406,"about_ca_system_score_gemma":0.05696636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029679,"about_ca_topic_score_gemma":0.01402867,"domain_scores_codex":[0.883348,0.07540388,0.0276106,0.002875867,0.008103316,0.002658364],"domain_scores_gemma":[0.7490048,0.1364271,0.02138568,0.02281716,0.06249208,0.007872994],"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":[0.01187061,0.01968376,0.03300057,0.03334006,0.0005270196,0.001997601,0.03755981,0.007793373,0.00910501,0.005311392,0.05234975,0.7874611],"study_design_scores_gemma":[0.07109942,0.220168,0.1901576,0.03938656,0.00369091,0.002256474,0.09651256,0.03808885,0.04824661,0.01114279,0.276623,0.00262719],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.118448,0.0005466486,0.0554129,0.003300156,0.0004670724,0.8117586,0.002455427,0.001248526,0.006362716],"genre_scores_gemma":[0.1133155,0.0008268047,0.2239895,0.001304912,0.0001394701,0.6564546,0.001639498,0.0001151395,0.002214588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.138625,"threshold_uncertainty_score":0.7331278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2141562090914605,"score_gpt":0.5705041843093088,"score_spread":0.3563479752178483,"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."}}