{"id":"W2590495164","doi":"10.1200/jco.2014.32.30_suppl.54","title":"Evaluating the implementation of computerized prescriber order entry (CPOE) for systemic treatment (ST) in Ontario.","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Workload; Medicine; CLARITY; Workflow; Patient safety; Multidisciplinary team; Nursing; Medical education; Medical emergency; Health care; Computer science","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":[0.009599837,0.0004341202,0.0004106788,0.00093409,0.003981951,0.001975533,0.001346802,0.0005390081,0.001440571],"category_scores_gemma":[0.02764785,0.0006537374,0.0005696127,0.001785261,0.001615481,0.001135795,0.002059464,0.001010148,0.0001755553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1018271,"about_ca_system_score_gemma":0.1767041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9418442,"about_ca_topic_score_gemma":0.9745861,"domain_scores_codex":[0.9884714,0.002647684,0.0007262105,0.0004480723,0.005293563,0.00241299],"domain_scores_gemma":[0.9631472,0.004782955,0.006195358,0.0009067028,0.01883313,0.006134619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001691203,0.004009102,0.6868888,0.00369747,0.0002791892,0.00133525,0.0497796,0.003843445,0.007735428,0.001040376,0.007546192,0.2321539],"study_design_scores_gemma":[0.0002528521,0.004200226,0.9555858,0.000386053,0.0001359465,0.00008292989,0.02376034,0.002141903,0.00151745,0.00008612881,0.01178038,0.00006996629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898896,0.0004018342,0.0004764223,0.001662576,0.00002495177,0.002164559,0.0005116106,0.00005048122,0.004818115],"genre_scores_gemma":[0.9920454,0.0006320183,0.003703631,0.0005177744,0.00001894162,0.0008522398,0.0004422209,0.00001757865,0.001770083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1018271,"threshold_uncertainty_score":0.7388111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5520222324696515,"score_gpt":0.6486270182007524,"score_spread":0.09660478573110087,"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."}}