{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003257829,0.00006783438,0.0002467574,0.0001293188,0.0007059264,0.00003967912,0.00007777106,0.0000779601,0.000003951337],"category_scores_gemma":[0.0001495341,0.00008209404,0.0000450273,0.0001978359,0.00003311597,0.0001233703,0.00001920794,0.0006112199,1.061405e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005625357,"about_ca_system_score_gemma":0.0002841858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005320361,"about_ca_topic_score_gemma":0.01027806,"domain_scores_codex":[0.9986634,0.0003632577,0.0005740406,0.00008010896,0.00009311562,0.0002260406],"domain_scores_gemma":[0.9991217,0.0002820199,0.0002299216,0.00006390461,0.000249082,0.0000533749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007434186,0.0008076382,0.2084679,0.001336747,0.0000217671,0.0001620432,0.3215563,0.0001610164,0.0001877372,0.00003922651,0.001232167,0.465284],"study_design_scores_gemma":[0.00572453,0.001285129,0.3952367,0.03175621,0.00007234063,0.00009695622,0.5635751,0.0003020547,0.00009172993,0.0006018046,0.001010874,0.0002465022],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930496,0.005434653,0.00009415328,0.0003280037,0.0004444596,0.0003761844,0.00003710618,0.000003712368,0.0002321891],"genre_scores_gemma":[0.9989593,0.0003460829,0.0005162826,0.0000859225,0.00005012198,0.00001331434,0.00001515525,0.000006361066,0.000007426816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4650375,"threshold_uncertainty_score":0.5735401,"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."}}