{"id":"W2754432758","doi":"10.1111/jocn.14077","title":"Nurses’ clinical reasoning practices that support safe medication administration: An integrative review of the literature","year":2017,"lang":"en","type":"review","venue":"Journal of Clinical Nursing","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"University of Regina","keywords":"Medicine; Nursing; Patient safety; MEDLINE; Health care","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.009703732,0.001675981,0.003417167,0.02007743,0.001206724,0.004555922,0.002350738,0.002380914,0.002618381],"category_scores_gemma":[0.03496772,0.001320943,0.004254946,0.0121872,0.001512458,0.005863365,0.002591419,0.002085238,0.0004528497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004101384,"about_ca_system_score_gemma":0.01682948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00668329,"about_ca_topic_score_gemma":0.01629592,"domain_scores_codex":[0.992607,0.002668515,0.002266436,0.0006556743,0.001557532,0.0002448623],"domain_scores_gemma":[0.9563757,0.03242892,0.005031245,0.0005646179,0.005147419,0.0004522314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001661667,0.0001789527,0.002776248,0.4980955,0.002558729,0.0004262864,0.004074436,0.0003231784,0.000515439,0.002430489,0.005283665,0.4831709],"study_design_scores_gemma":[0.00008526495,0.0003546119,0.01261353,0.8925489,0.01212153,0.001705743,0.005264767,0.0003395732,0.0004590547,0.002437311,0.07195465,0.0001150747],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008978363,0.9978696,0.000148105,0.0004726714,0.0001108663,0.00004136482,0.00001977932,0.000004154281,0.0004355581],"genre_scores_gemma":[0.00984419,0.9882626,0.001047292,0.0004770294,0.000132724,0.0001173491,0.00003876836,0.000003155327,0.00007685299],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02007743,"threshold_uncertainty_score":0.05131882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4607981311614883,"score_gpt":0.6928383159774063,"score_spread":0.232040184815918,"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."}}