{"id":"W4381599181","doi":"10.1097/01.nurse.0000936764.62473.09","title":"Care delivery options for infusion therapy services","year":2023,"lang":"en","type":"article","venue":"Nursing","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Specialty; Infusion therapy; Intensive care medicine; Medicine; Medical emergency; Family medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001563618,0.000452943,0.0002266653,0.0008380233,0.002143967,0.00295991,0.001044789,0.00145497,0.06654174],"category_scores_gemma":[0.005339198,0.000224918,0.0007730224,0.0005429369,0.0004474033,0.001626636,0.002240685,0.001498643,0.005514447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002293883,"about_ca_system_score_gemma":0.003681825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002050589,"about_ca_topic_score_gemma":0.004284193,"domain_scores_codex":[0.9986421,0.0004578659,0.0001118673,0.00009400745,0.0003167884,0.0003773439],"domain_scores_gemma":[0.9974381,0.0007253882,0.0004284524,0.00006896871,0.0004293371,0.0009097157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001437951,0.001669188,0.05637446,0.001466018,0.000164947,0.004364104,0.001748948,0.008414663,0.003741306,0.05654725,0.1803472,0.6837239],"study_design_scores_gemma":[0.001363612,0.003529338,0.07866213,0.008247487,0.0004766744,0.01831535,0.01494059,0.03357873,0.008622406,0.1723468,0.6594933,0.0004235643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2701771,0.02148852,0.06075776,0.2484587,0.003315655,0.001023011,0.002246117,0.0008392528,0.3916939],"genre_scores_gemma":[0.909419,0.007714297,0.04966083,0.0101884,0.001389663,0.0004053811,0.0008034258,0.000194927,0.02022417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06654174,"threshold_uncertainty_score":0.2226043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139022274845291,"score_gpt":0.4819994049424244,"score_spread":0.3680971774578953,"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."}}