{"id":"W6969294842","doi":"10.5683/sp2/xtgiwp","title":"QuRE and Process Mining","year":2019,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; University of Calgary","funders":"","keywords":"Process (computing); Process mining; Scope (computer science); Quality (philosophy); Referral; Set (abstract data type); Psychological intervention; Primary care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003917072,0.002897551,0.001011522,0.008643304,0.001690559,0.003018978,0.004686142,0.002279431,0.008883942],"category_scores_gemma":[0.01232708,0.0006339882,0.002584421,0.00770721,0.001107475,0.001780226,0.003024392,0.002814753,0.01022101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004772848,"about_ca_system_score_gemma":0.006278857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1585553,"about_ca_topic_score_gemma":0.2468158,"domain_scores_codex":[0.9961902,0.0006946066,0.0004741311,0.001102633,0.001066964,0.0004713182],"domain_scores_gemma":[0.9945487,0.00198008,0.0004412767,0.001500118,0.0011342,0.0003955452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003884053,0.0003909571,0.01691126,0.003316232,0.0002404232,0.000574802,0.0005983029,0.008653305,0.0009720116,0.01431105,0.8787481,0.07489529],"study_design_scores_gemma":[0.0002385564,0.0001254668,0.01408281,0.000722121,0.0001132179,0.0004404881,0.0007279295,0.01930344,0.001845299,0.01569254,0.9466128,0.00009522844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006633034,0.001957733,0.00849609,0.001866034,0.0003547918,0.0003959185,0.9671638,0.006764981,0.006367603],"genre_scores_gemma":[0.006730127,0.0003784631,0.01165526,0.0001817327,0.00002735618,0.0002946178,0.9791134,0.0001049316,0.001514026],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1585553,"threshold_uncertainty_score":0.3152649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02671901267436689,"score_gpt":0.3061014086681347,"score_spread":0.2793823959937679,"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."}}