{"id":"W1963916193","doi":"10.3747/co.21.1759","title":"Toward Successful Migration to Computerized Physician Order Entry for Chemotherapy","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Elekta","keywords":"Usability; Workflow; Computerized physician order entry; Medicine; Order entry; Clinical decision support system; Patient safety; Knowledge management; Nursing; Health care; Medical education; Decision support system; Medical emergency; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03159101,0.0004801338,0.0003302878,0.001652105,0.005863915,0.008123945,0.0036267,0.002584886,0.005033466],"category_scores_gemma":[0.1231072,0.0008258825,0.0009073248,0.002194725,0.002825638,0.004484956,0.005693083,0.003704372,0.00139423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02074668,"about_ca_system_score_gemma":0.1201828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3076674,"about_ca_topic_score_gemma":0.368169,"domain_scores_codex":[0.9727992,0.007740423,0.002059907,0.001502632,0.01033948,0.005558304],"domain_scores_gemma":[0.9023975,0.02463486,0.01440913,0.007224475,0.03948897,0.01184512],"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":[0.0002955752,0.001514564,0.2992039,0.001374468,0.00008333686,0.002346286,0.1679581,0.001627792,0.004208587,0.006948435,0.04146905,0.4729699],"study_design_scores_gemma":[0.0001410415,0.001324276,0.4451034,0.002927199,0.000115103,0.002461669,0.3115398,0.0094838,0.006836304,0.00435015,0.2154077,0.0003094613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8458679,0.001332287,0.01890736,0.08877949,0.0007220177,0.002000862,0.0003991072,0.001296794,0.04069429],"genre_scores_gemma":[0.9575404,0.001066125,0.0292353,0.005890456,0.00006565938,0.0002586217,0.0003024568,0.00011044,0.005530522],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3076674,"threshold_uncertainty_score":0.6117531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586547349725397,"score_gpt":0.515748108605177,"score_spread":0.3570933736326372,"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."}}