{"id":"W2167264926","doi":"10.1177/146045820000600102","title":"Complexity and safety in medical computing: a clinician’s musings","year":2000,"lang":"en","type":"article","venue":"Health Informatics Journal","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Risk analysis (engineering); Simple (philosophy); Computer science; Patient safety; Computer security; Business; Health care; Political science","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":[0.01157263,0.00114732,0.001241517,0.002313416,0.005033527,0.009359298,0.002596694,0.0187688,0.005759678],"category_scores_gemma":[0.03980512,0.0007637175,0.0009180544,0.001842473,0.01736674,0.02352305,0.005567107,0.03155557,0.002886534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004242069,"about_ca_system_score_gemma":0.005112672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002877261,"about_ca_topic_score_gemma":0.004425461,"domain_scores_codex":[0.991128,0.003875836,0.0007567611,0.0008391482,0.002928681,0.0004716809],"domain_scores_gemma":[0.958162,0.02656547,0.001304401,0.001441017,0.008161352,0.004365838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008637753,0.0001287212,0.001478722,0.0009895175,0.00005075932,0.002185918,0.00912779,0.0003545395,0.0007693637,0.04118983,0.8236122,0.1200263],"study_design_scores_gemma":[0.00007008942,0.0001984272,0.0009793773,0.00299281,0.00003340456,0.01244729,0.01311295,0.0009501072,0.0003529055,0.1195,0.8492364,0.0001263989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006591115,0.03488336,0.002089695,0.9495815,0.01017562,0.00001373344,0.00001098531,0.00004084691,0.002545098],"genre_scores_gemma":[0.03867513,0.09825736,0.01065866,0.7837923,0.05989306,0.0000724326,0.00002121386,0.0001484541,0.008481347],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0187688,"threshold_uncertainty_score":0.06120265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02786864237414172,"score_gpt":0.3030693309070486,"score_spread":0.2752006885329069,"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."}}