{"id":"W6991067495","doi":"","title":"An Exploration of Nursing Medication Practices in Acute Care Settings in Canada","year":2025,"lang":"en","type":"dissertation","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workflow; Work (physics); Process (computing); Exploratory research; Nursing care; Troubleshooting","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":[0.005068682,0.0002969741,0.0005019942,0.00480954,0.009954275,0.00368365,0.001817281,0.0006447223,0.001809381],"category_scores_gemma":[0.01507268,0.0004549944,0.0005798668,0.01193062,0.002606488,0.001369312,0.002244814,0.0009424045,0.0001425983],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1472997,"about_ca_system_score_gemma":0.3092156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948285,"about_ca_topic_score_gemma":0.9971743,"domain_scores_codex":[0.9944858,0.0007334524,0.000566566,0.0005385473,0.002590024,0.00108564],"domain_scores_gemma":[0.9768198,0.005039206,0.003546652,0.000326385,0.01121128,0.003056666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001362417,0.0002450504,0.5016521,0.00211533,0.00007229832,0.001589596,0.3863591,0.0003126935,0.001153105,0.002459259,0.005638902,0.09826634],"study_design_scores_gemma":[0.00001738224,0.0001454355,0.6314886,0.001428882,0.00005076117,0.0002542259,0.3358517,0.000644687,0.0003640087,0.000231062,0.02943316,0.00009005836],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787236,0.003775815,0.0006190626,0.004344457,0.00003699295,0.0004022321,0.002092307,0.00003223498,0.009973312],"genre_scores_gemma":[0.9899906,0.004139178,0.002346981,0.001157078,0.0000115502,0.0001532187,0.0006524634,0.00001372271,0.001535183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1472997,"threshold_uncertainty_score":0.9890115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08399391879872904,"score_gpt":0.4033822265954063,"score_spread":0.3193883077966773,"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."}}