{"id":"W2153173044","doi":"10.1200/jop.2013.000914","title":"Evaluating an Oncology Systemic Therapy Computerized Physician Order Entry System Using International Guidelines","year":2014,"lang":"en","type":"review","venue":"Journal of Oncology Practice","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Systemic therapy; Order entry; MEDLINE; Medical physics; Family medicine; Oncology; Intensive care medicine; Internal medicine; Medical emergency; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.03461431,0.0007445374,0.006334528,0.0007618867,0.0007882106,0.00004985932,0.001496205,0.002161462,0.00007821521],"category_scores_gemma":[0.00689892,0.0005590251,0.0006232046,0.0005620442,0.00008336998,0.0008860634,0.0002438781,0.005753215,0.0002075244],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01407443,"about_ca_system_score_gemma":0.03586669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002448462,"about_ca_topic_score_gemma":0.00002875009,"domain_scores_codex":[0.9480928,0.04071513,0.008357404,0.0006261565,0.001107737,0.001100831],"domain_scores_gemma":[0.9466551,0.01516051,0.0292777,0.0006991432,0.007752325,0.0004552151],"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":[0.0005028931,0.0003578114,0.000006965319,0.01589385,0.001384405,0.0002077357,0.0007703383,0.00007737218,0.00002519652,0.0003097955,0.003871008,0.9765927],"study_design_scores_gemma":[0.003410306,0.003188792,5.02024e-7,0.03899995,0.001443238,0.01106029,0.003008871,0.00401848,7.91328e-8,0.000007994556,0.9344956,0.0003658916],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001766576,0.9510975,0.007589357,0.001734526,0.02989832,0.003188192,0.00001680783,0.0000934418,0.006205139],"genre_scores_gemma":[0.00002569388,0.9236851,0.0513396,0.003483263,0.02087943,0.0001566224,0.00003388594,0.0001754907,0.0002209066],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9762267,"threshold_uncertainty_score":0.9996861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5602667074667238,"score_gpt":0.6941832010971364,"score_spread":0.1339164936304126,"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."}}