{"id":"W2556795685","doi":"10.1186/s13012-016-0514-3","title":"Implementing an evidence-based computerized decision support system linked to electronic health records to improve care for cancer patients: the ONCO-CODES study protocol for a randomized controlled trial","year":2016,"lang":"en","type":"article","venue":"Implementation Science","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Regione Lombardia; Ministero della Salute","keywords":"Medicine; Clinical decision support system; Specialty; Health informatics; Protocol (science); Randomized controlled trial; Health care; Decision support system; Health services research; Family medicine; Medical emergency; Nursing; Public health; Alternative medicine; Internal medicine; Data mining; Computer science","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":[0.0440207,0.008596918,0.01669115,0.003853599,0.00377193,0.007054009,0.003929664,0.0102227,0.08023772],"category_scores_gemma":[0.04809879,0.003933292,0.00731038,0.004968358,0.005099657,0.005307219,0.002615067,0.01015113,0.01433596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007559813,"about_ca_system_score_gemma":0.01988397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002627852,"about_ca_topic_score_gemma":0.004493192,"domain_scores_codex":[0.9614296,0.02509061,0.004692792,0.002950745,0.003086063,0.002750273],"domain_scores_gemma":[0.982775,0.005711703,0.004235785,0.001844323,0.003359491,0.002073689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8801906,0.01230396,0.000939512,0.04424589,0.004559928,0.0003452122,0.0006135906,0.002144619,0.001743659,0.007181963,0.01912273,0.02660833],"study_design_scores_gemma":[0.9638152,0.00998568,0.000857335,0.004792575,0.001130384,0.00005332127,0.0001158961,0.00177726,0.0005024051,0.00252854,0.01435242,0.00008900784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009984822,0.0003713824,0.001232576,0.0001569479,0.000343384,0.9957533,0.0006910973,0.00007048002,0.000382299],"genre_scores_gemma":[0.0008841898,0.000110569,0.001368931,0.0001011155,0.00003370264,0.9972079,0.00008616372,0.000004121958,0.0002033596],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08023772,"threshold_uncertainty_score":0.2684219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1328117624362359,"score_gpt":0.5853381921677254,"score_spread":0.4525264297314895,"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."}}