{"id":"W2400727632","doi":"","title":"Risk management--why bother?","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Barrie Urology Group","funders":"","keywords":"Risk management; Stochastic game; Norm (philosophy); Business; Risk analysis (engineering); Service (business); Public relations; Operations management; Actuarial science; Political science; Marketing; Economics; Finance; Law; Microeconomics","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":[0.02614922,0.0008617456,0.001585364,0.001551956,0.002531237,0.01089698,0.002041702,0.008324914,0.01465648],"category_scores_gemma":[0.1040349,0.0003213747,0.001035633,0.001297601,0.01066102,0.0197485,0.00460698,0.01420377,0.007905249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003685982,"about_ca_system_score_gemma":0.007554137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003176975,"about_ca_topic_score_gemma":0.003249834,"domain_scores_codex":[0.9790893,0.01094374,0.001338699,0.001389502,0.006168522,0.00107026],"domain_scores_gemma":[0.9373326,0.03050973,0.004644134,0.00375297,0.01565162,0.008108982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001542675,0.000178553,0.004994016,0.001673608,0.0002185597,0.0004225482,0.00218233,0.0003274017,0.0002628926,0.1264061,0.5274628,0.335717],"study_design_scores_gemma":[0.00009106359,0.0001396152,0.003936774,0.008886474,0.0001173592,0.001822099,0.006995642,0.0005699008,0.0003512853,0.5056326,0.4713376,0.0001195559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001143865,0.05671179,0.003209606,0.9247657,0.005962496,0.00003065222,0.00006796901,0.00009321376,0.008014685],"genre_scores_gemma":[0.1964717,0.171538,0.01892079,0.5467602,0.03876196,0.0003007186,0.0003005125,0.0005887212,0.0263575],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02614922,"threshold_uncertainty_score":0.138292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2395781127215793,"score_gpt":0.351765097371026,"score_spread":0.1121869846494468,"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."}}