{"id":"W2080338198","doi":"10.12927/hcq.2006.18468","title":"Cancer Care Ontario's Computerized Physician Order Entry System: A Province-wide Patient Safety Innovation","year":2006,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Computerized physician order entry; Patient safety; Medical prescription; Cancer; Clinical decision support system; Health care; Family medicine; Medical emergency; Intensive care medicine; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006225664,0.0005221314,0.0009794151,0.0003291325,0.001611856,0.00003611605,0.0002935491,0.0005453607,0.0001113749],"category_scores_gemma":[0.00002272966,0.0004977007,0.0001047283,0.001101696,0.00004954804,0.0002667027,0.00004267552,0.001579153,0.000266917],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01209206,"about_ca_system_score_gemma":0.01396323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6168733,"about_ca_topic_score_gemma":0.7598075,"domain_scores_codex":[0.9919938,0.001702231,0.002707347,0.0008865875,0.0007496375,0.001960373],"domain_scores_gemma":[0.9952602,0.000423186,0.001389364,0.0008124288,0.001836388,0.0002783755],"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":[0.00158604,0.0004845628,0.2473459,0.03695775,0.0001774698,0.0001217254,0.1207529,0.00008053085,0.0003020162,0.05256591,0.07174658,0.4678786],"study_design_scores_gemma":[0.005345698,0.00307651,0.07419848,0.006742426,0.00005708488,0.00001360109,0.04200663,0.0004697667,0.00002949259,0.0002723994,0.8665685,0.001219422],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9322108,0.003467867,0.003933485,0.01386821,0.01024094,0.01365535,0.0004283491,0.001478533,0.02071644],"genre_scores_gemma":[0.9854826,0.00001644487,0.0007138061,0.007210453,0.002020285,0.001929581,0.000629765,0.0001270193,0.001869987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7948219,"threshold_uncertainty_score":0.9997475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02115446888546622,"score_gpt":0.3366663469169434,"score_spread":0.3155118780314771,"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."}}