{"id":"W3092034295","doi":"10.1109/rewbah51211.2020.00015","title":"Translating Advances in Medical Knowledge to Software Requirements : The Lead User Requirements Engineering Method - LURE","year":2020,"lang":"en","type":"article","venue":"","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Computer science; Health care; Clinical decision support system; Software; Medical software; Decision support system; Data science; Software engineering; Software system; Software construction; Data mining","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":[0.02870207,0.002090519,0.0009986773,0.004566389,0.001254689,0.005193314,0.002880574,0.003223199,0.00614483],"category_scores_gemma":[0.07825027,0.001585288,0.002421153,0.001682643,0.003589959,0.006953443,0.006821224,0.003778627,0.003032902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00225095,"about_ca_system_score_gemma":0.005608693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001691385,"about_ca_topic_score_gemma":0.002462029,"domain_scores_codex":[0.9506224,0.03389451,0.002525161,0.002864804,0.009235569,0.0008574944],"domain_scores_gemma":[0.9281242,0.05011107,0.002282551,0.009507553,0.009231731,0.0007427967],"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":[0.000401159,0.001249123,0.006710634,0.00244115,0.0003307496,0.00258632,0.03745236,0.01634376,0.0290974,0.2410716,0.01522355,0.6470922],"study_design_scores_gemma":[0.0005601592,0.001310374,0.003984083,0.003425167,0.0004787915,0.004655705,0.01458535,0.3494611,0.06582732,0.2903821,0.2647393,0.0005904668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006353515,0.000123727,0.9853168,0.001316439,0.00005375969,0.0005853705,0.0001309963,0.000837551,0.00528188],"genre_scores_gemma":[0.04719633,0.0001463479,0.9479467,0.0003595391,0.00003463833,0.0008395431,0.0003530341,0.0003240553,0.002799825],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02870207,"threshold_uncertainty_score":0.1517928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198239897522836,"score_gpt":0.4971635980813229,"score_spread":0.3773396083290393,"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."}}