{"id":"W2590780582","doi":"10.1200/jco.2012.30.34_suppl.183","title":"Safe chemotherapy: Clinicians driving technology and not the other way around.","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Cancer Care Ontario","funders":"","keywords":"Guideline; Usability; Medicine; Clinical decision support system; Audit; Vendor; Computerized physician order entry; Patient safety; Quality management; MEDLINE; Quality (philosophy); Health information technology; Nursing; Decision support system; Process management; Health care; Management system; Computer science; Operations management","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":[0.02393342,0.0006008588,0.001120244,0.001682556,0.003333347,0.01058815,0.002056627,0.01384614,0.005524998],"category_scores_gemma":[0.1246487,0.0007415829,0.0009743431,0.002068976,0.006738795,0.01112723,0.005045405,0.01391573,0.004333672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005664934,"about_ca_system_score_gemma":0.03034895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008395997,"about_ca_topic_score_gemma":0.01942489,"domain_scores_codex":[0.9441414,0.03271949,0.00549979,0.002148167,0.01399652,0.001494536],"domain_scores_gemma":[0.8849729,0.05936063,0.009115171,0.003724497,0.03624055,0.006586385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000607833,0.0000872575,0.004117645,0.005015742,0.00009790128,0.0009218822,0.007097402,0.0002306571,0.0007378874,0.02411257,0.5532294,0.4042909],"study_design_scores_gemma":[0.00009218054,0.0001874778,0.002924087,0.01914543,0.0001345824,0.001689529,0.009095108,0.0002869005,0.0006881933,0.02811967,0.9375389,0.00009789536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002406557,0.04627058,0.005671796,0.9078697,0.0103909,0.0002151945,0.0001130481,0.0001633956,0.0268988],"genre_scores_gemma":[0.09633232,0.116854,0.04026995,0.7215959,0.00766364,0.0008221787,0.0003273393,0.0002394222,0.0158953],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02393342,"threshold_uncertainty_score":0.1265736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2233413043440482,"score_gpt":0.5833460777426843,"score_spread":0.3600047733986361,"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."}}