{"id":"W2513174354","doi":"10.1504/ijeh.2016.078745","title":"Process mining in healthcare: a systematised literature review","year":2016,"lang":"en","type":"article","venue":"International Journal of Electronic Healthcare","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Health care; Process mining; Process (computing); Computer science; Data science; Work in process; Engineering; Operations management; Business process management","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":[0.01699362,0.001209988,0.001887828,0.02027714,0.001207406,0.005017523,0.002078128,0.002506736,0.001960367],"category_scores_gemma":[0.04235928,0.0009470197,0.001651035,0.02289862,0.001836897,0.007715423,0.002301808,0.002448426,0.000695827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003520903,"about_ca_system_score_gemma":0.009505568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003627229,"about_ca_topic_score_gemma":0.004569761,"domain_scores_codex":[0.988992,0.004025189,0.002718071,0.0012545,0.002689324,0.0003208862],"domain_scores_gemma":[0.9197599,0.0627685,0.003962394,0.001334038,0.01170611,0.000468918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006819473,0.00009402772,0.002871047,0.07107053,0.0003678597,0.0003787617,0.001209568,0.002095394,0.0007791177,0.02122475,0.01701858,0.8828221],"study_design_scores_gemma":[0.00003852334,0.0003825475,0.00798185,0.1880298,0.001680168,0.002178056,0.003079855,0.006061145,0.002458468,0.04301419,0.7449076,0.00018786],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001223817,0.9822184,0.007049141,0.006805752,0.000654515,0.00008887101,0.0001118242,0.00005137567,0.001796312],"genre_scores_gemma":[0.01004081,0.9767423,0.01032251,0.001615952,0.0006957045,0.00009233245,0.0001869084,0.00001860917,0.0002848763],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02027714,"threshold_uncertainty_score":0.08987194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451125575567627,"score_gpt":0.305865401280685,"score_spread":0.2913541455250087,"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."}}