{"id":"W2980981515","doi":"10.1200/jco.2019.37.27_suppl.255","title":"Developing a standardized approach to cancer medication-related infusion reaction prevention and management in Ontario.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Regional Health Centre; Kingston Health Sciences Centre; St. Michael's Hospital; Cancer Care Ontario; Grand River Hospital; HalTech; Health Sciences Centre; Southlake Regional Health Center; Princess Margaret Cancer Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Guideline; Discontinuation; Grading (engineering); Patient education; MEDLINE; Health care; Multidisciplinary approach; Quality management; Patient safety; Intensive care medicine; Family medicine; Medical emergency; Surgery; Management system; Operations management","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":[0.03687664,0.0006407248,0.000593213,0.004968045,0.004899848,0.003788071,0.003649961,0.001271038,0.004335667],"category_scores_gemma":[0.05170694,0.001053692,0.001295665,0.006411329,0.002156807,0.002685481,0.005508349,0.002225133,0.001288757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08097875,"about_ca_system_score_gemma":0.3082085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.84444,"about_ca_topic_score_gemma":0.9206311,"domain_scores_codex":[0.9713008,0.008634553,0.0060821,0.001379202,0.01071915,0.001884195],"domain_scores_gemma":[0.9230347,0.007810921,0.009523925,0.003192192,0.04777038,0.008667829],"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":[0.0001537442,0.0007411969,0.06767102,0.007364588,0.0001484551,0.001993719,0.03390427,0.002415667,0.003679425,0.004496909,0.2332963,0.6441348],"study_design_scores_gemma":[0.0003344309,0.0007326012,0.265193,0.01105313,0.0002297835,0.0008599571,0.02273668,0.004427185,0.002560211,0.0036155,0.6879052,0.0003523115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.1799343,0.02712933,0.1392591,0.3049236,0.003922727,0.09166458,0.01733239,0.00626563,0.2295683],"genre_scores_gemma":[0.3266886,0.01952628,0.5711679,0.01797866,0.0005498774,0.02114346,0.008477047,0.0005157825,0.03395242],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.15556,"threshold_uncertainty_score":0.5875447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3177731121717466,"score_gpt":0.5556588099123194,"score_spread":0.2378856977405728,"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."}}