{"id":"W1568676778","doi":"","title":"A business process improvement study in a specialized North American hospital","year":2010,"lang":"en","type":"article","venue":"Portland International Conference on Management of Engineering and Technology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; École de Technologie Supérieure","funders":"","keywords":"Workflow; Business process; Computer science; Scheduling (production processes); Process management; Business process modeling; Business process management; Process (computing); Work in process; Operations management; Engineering; Database","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":[0.008108114,0.0003759359,0.0004224948,0.001722718,0.004461077,0.001679487,0.0008135538,0.0009639023,0.001761109],"category_scores_gemma":[0.01157296,0.0004276792,0.0004992975,0.00331355,0.001407996,0.001273269,0.001511286,0.002214746,0.0002625638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007308379,"about_ca_system_score_gemma":0.01339572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03533599,"about_ca_topic_score_gemma":0.07293347,"domain_scores_codex":[0.992851,0.004262073,0.0003017173,0.0003574411,0.001108909,0.001118938],"domain_scores_gemma":[0.9830146,0.006247365,0.002337243,0.0006994439,0.003305501,0.004395859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00386905,0.06307462,0.4960678,0.001286512,0.0002822941,0.008528328,0.1964309,0.006659596,0.007370855,0.005428186,0.00674107,0.2042607],"study_design_scores_gemma":[0.0009055194,0.02946474,0.6557141,0.0002913808,0.0001406707,0.001181042,0.2797328,0.007399866,0.003106381,0.0008690126,0.02103498,0.0001595948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998021,0.00007252651,0.0002878663,0.0003179569,0.000006122347,0.0002218715,0.00002341041,0.000006799951,0.00104258],"genre_scores_gemma":[0.9940879,0.0003561571,0.002682164,0.0008191114,0.00003244585,0.0003788837,0.000127381,0.000006701347,0.001509297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03533599,"threshold_uncertainty_score":0.07026064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04544776599575044,"score_gpt":0.3832795922725767,"score_spread":0.3378318262768262,"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."}}