{"id":"W2330233475","doi":"10.1097/00004010-200510000-00006","title":"Medicine's Service Challenge","year":2005,"lang":"en","type":"article","venue":"Health Care Management Review","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Process (computing); Process management; Health care; Service (business); Quality (philosophy); Standard operating procedure; Computer science; Risk analysis (engineering); Business; Operations management; Marketing; Engineering","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":[0.02096387,0.0005905978,0.0009167176,0.002021675,0.007864078,0.01140155,0.002544047,0.01611785,0.01523781],"category_scores_gemma":[0.02777604,0.0003028738,0.000924187,0.00207179,0.02112851,0.01265612,0.009855703,0.01647509,0.002962515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01280134,"about_ca_system_score_gemma":0.0294978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01158134,"about_ca_topic_score_gemma":0.0143431,"domain_scores_codex":[0.9875346,0.00507612,0.000440747,0.001396281,0.003617208,0.001935099],"domain_scores_gemma":[0.9800366,0.00805187,0.0009094415,0.0008946556,0.003451309,0.006656327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001938872,0.00003195849,0.0003492432,0.0001360118,0.00001232335,0.0002366499,0.001646845,0.0002353692,0.00007506154,0.7226975,0.2337271,0.04083257],"study_design_scores_gemma":[0.00002222067,0.00004217081,0.0004796829,0.0003445576,0.000005469216,0.000492798,0.00351377,0.0002618199,0.00003918348,0.2970605,0.6977209,0.0000168314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001031869,0.00656192,0.001617734,0.9635783,0.003001007,0.00001114416,0.00002733639,0.00002210935,0.02414868],"genre_scores_gemma":[0.23928,0.03420355,0.0064023,0.6389778,0.04249668,0.0002247986,0.000145784,0.0001477311,0.03812131],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02096387,"threshold_uncertainty_score":0.1108688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638829635826489,"score_gpt":0.5367743221350224,"score_spread":0.3728913585523735,"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."}}