{"id":"W2756812318","doi":"","title":"Development and Initial Implementation of Performance Assurance Work Order Prioritization System","year":2016,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Health; Winnipeg Regional Health Authority; University of British Columbia","funders":"","keywords":"Prioritization; Risk analysis (engineering); Work (physics); Computer science; Reliability engineering; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009956053,0.00008640064,0.0001868498,0.000154232,0.0001434455,0.00007215141,0.000173472,0.00004113767,0.00004266432],"category_scores_gemma":[0.0002332795,0.00005261468,0.00002468842,0.0007924932,0.0000584775,0.0005729431,0.00005455946,0.00002657353,0.00003458082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000401548,"about_ca_system_score_gemma":0.00006616506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003524174,"about_ca_topic_score_gemma":0.000009346601,"domain_scores_codex":[0.9984259,0.00001008213,0.0005465403,0.0002561543,0.0006220089,0.0001393403],"domain_scores_gemma":[0.9987812,0.0001103475,0.0002766161,0.00007269381,0.0007120764,0.00004706076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003832154,0.000008615349,0.3527806,0.00005221257,0.00001934388,2.865952e-7,0.00253706,0.000001752647,0.00202635,0.002424193,0.000312592,0.6397986],"study_design_scores_gemma":[0.001190694,0.00008547081,0.8844879,0.0004502471,0.00004348304,0.0000105155,0.01073928,0.0003187176,0.08056705,0.0007402306,0.02102505,0.0003413285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993046,0.00005192918,0.004939684,0.0002887946,0.0000716674,0.0001060572,0.000002246574,0.00002371611,0.001469927],"genre_scores_gemma":[0.994742,0.0000776171,0.004898488,0.00001259917,0.00004308941,0.00001367739,9.117337e-7,0.000005407062,0.000206215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6394573,"threshold_uncertainty_score":0.2145564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04521620634294256,"score_gpt":0.3451264403200361,"score_spread":0.2999102339770936,"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."}}