{"id":"W4409216215","doi":"10.12968/bjon.2025.0125","title":"Collaborating for excellence in patient care: first parenteral dose administration in home and community care","year":2025,"lang":"en","type":"article","venue":"British Journal of Nursing","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Medicine; Excellence; Patient safety; Quality management; Nursing; Government (linguistics); Community hospital; Administration (probate law); Health care; Medical emergency; Family medicine; Service (business); Business","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":[0.07622862,0.001068478,0.001708022,0.003171184,0.01284416,0.01955049,0.005626353,0.009027695,0.009130079],"category_scores_gemma":[0.08123247,0.0008300055,0.002049478,0.004905012,0.01238395,0.01100984,0.02845115,0.01969417,0.003993245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02937793,"about_ca_system_score_gemma":0.2074229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07833156,"about_ca_topic_score_gemma":0.1730368,"domain_scores_codex":[0.8973406,0.05417193,0.005793141,0.005621444,0.02615586,0.01091703],"domain_scores_gemma":[0.8415411,0.02021458,0.009133739,0.008351135,0.03823879,0.08252075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001420021,0.0007481428,0.01322341,0.002046373,0.0002194624,0.001063607,0.01564837,0.0009267468,0.001046946,0.06078407,0.5699667,0.3341842],"study_design_scores_gemma":[0.0003221829,0.0008027726,0.02201853,0.00574907,0.0001202587,0.001221747,0.01776743,0.001745704,0.001446735,0.07763469,0.8709143,0.0002566983],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008393278,0.01142706,0.02584117,0.8916413,0.005886794,0.0006220326,0.0001885417,0.0007489845,0.05525097],"genre_scores_gemma":[0.3194658,0.03540416,0.2481119,0.3512658,0.00700452,0.001540405,0.001881265,0.001100156,0.03422594],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07833156,"threshold_uncertainty_score":0.4031403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0358539689776762,"score_gpt":0.3792251953809663,"score_spread":0.3433712264032901,"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."}}