{"id":"W1511462259","doi":"10.1109/memb.2003.1237528","title":"Risk management","year":2003,"lang":"en","type":"article","venue":"IEEE Engineering in Medicine and Biology Magazine","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Traceability; Risk management; Documentation; Risk analysis (engineering); Risk assessment; Audit; Audit risk; IT risk management; Computer science; Control (management); Business; Accounting; Software engineering; Computer security; Finance","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":[0.01724719,0.001663982,0.0009900857,0.004193173,0.002832023,0.01056594,0.004464019,0.003996938,0.04916914],"category_scores_gemma":[0.05040571,0.0005274302,0.001581858,0.001952938,0.002250846,0.006957239,0.006608665,0.0041809,0.02246203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003821277,"about_ca_system_score_gemma":0.008934674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002241386,"about_ca_topic_score_gemma":0.001506413,"domain_scores_codex":[0.9795597,0.005489677,0.001773597,0.001828705,0.01025704,0.001091349],"domain_scores_gemma":[0.972011,0.008038427,0.002874178,0.003526687,0.01220184,0.001347911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001280723,0.0001943067,0.003513381,0.0009643415,0.0001387389,0.0005584055,0.001464408,0.00417924,0.001016683,0.2785529,0.2398653,0.4694242],"study_design_scores_gemma":[0.00003269543,0.0001130049,0.001114142,0.001162786,0.00007493664,0.001098533,0.001024272,0.003798307,0.001291612,0.1299291,0.8602811,0.00007955903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.006230316,0.01325377,0.2995546,0.05240002,0.004543726,0.003133266,0.002240367,0.003820185,0.6148237],"genre_scores_gemma":[0.2722283,0.0302111,0.2727441,0.0290297,0.006932378,0.003967455,0.005893419,0.001509585,0.377484],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04916914,"threshold_uncertainty_score":0.1644872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05658779136850564,"score_gpt":0.3444828110554424,"score_spread":0.2878950196869368,"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."}}