{"id":"W2625211195","doi":"10.5489/cuaj.4525","title":"Exploring the business of urology: Change management","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Université de Montréal; McMaster University; University of Ottawa","funders":"","keywords":"Change management (ITSM); CLARITY; Relevance (law); Value (mathematics); Process (computing); Conviction; Consistency (knowledge bases); Social change; Engineering ethics; Medicine; Public relations; Psychology; Political science; Computer science; Business; Engineering; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02387258,0.0005736937,0.0006937083,0.00255186,0.01072802,0.01908269,0.002564401,0.0087386,0.009087249],"category_scores_gemma":[0.03093905,0.0004274831,0.0008249859,0.002924718,0.02027311,0.0126867,0.009653103,0.01244849,0.002118461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01036994,"about_ca_system_score_gemma":0.0402401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007545948,"about_ca_topic_score_gemma":0.01231237,"domain_scores_codex":[0.9737439,0.01509982,0.0007880779,0.0009791811,0.007477945,0.001911144],"domain_scores_gemma":[0.9630048,0.01723496,0.002984567,0.001428085,0.004619776,0.01072785],"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":[0.0000413236,0.0002259397,0.004950731,0.00134431,0.00006786535,0.0007340133,0.02062649,0.0005462956,0.000536182,0.2999765,0.2407977,0.4301527],"study_design_scores_gemma":[0.00001495912,0.00008722456,0.002351402,0.00186282,0.00001738356,0.0006219606,0.01951931,0.0003810379,0.0002282199,0.1855097,0.7893367,0.00006925069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004101451,0.05213102,0.01292348,0.8674484,0.005195369,0.00009430711,0.00002379419,0.0002043215,0.05787785],"genre_scores_gemma":[0.4122007,0.1696909,0.06050181,0.2985146,0.01458511,0.0003958808,0.0001437974,0.0002809631,0.04368619],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02387258,"threshold_uncertainty_score":0.1262518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3982242647825954,"score_gpt":0.4175127405564293,"score_spread":0.01928847577383391,"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."}}