{"id":"W2583369153","doi":"10.1016/j.jvir.2016.12.973","title":"Proposal of a new adverse event classification system by the SIR Standards of Practice Committee","year":2017,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hospital for Sick Children; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Event (particle physics); Adverse effect; Family medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009577836,0.00007831001,0.0004574279,0.0001271428,0.0001760482,0.00004073882,0.0007065525,0.00007121699,0.00009251617],"category_scores_gemma":[0.004846942,0.00004273066,0.0007848273,0.00008615455,0.0002997347,0.0003889217,0.00007894096,0.0001751777,0.000002156986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005256342,"about_ca_system_score_gemma":0.00024925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001047254,"about_ca_topic_score_gemma":0.00002615882,"domain_scores_codex":[0.9966448,0.0007733168,0.001259651,0.0001303754,0.001105405,0.00008644782],"domain_scores_gemma":[0.9947561,0.0005820999,0.00294139,0.0004154087,0.001232735,0.00007225844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.006790259,0.00237205,0.0780413,0.0003598457,0.01209595,0.00007536154,0.004679362,0.003333352,0.009840596,0.2351738,0.3602661,0.2869719],"study_design_scores_gemma":[0.008883012,0.006831188,0.562294,0.001035704,0.002631691,0.00333878,0.02801564,0.009964159,0.002108465,0.05771897,0.316722,0.0004563738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7314702,0.01369601,0.2249898,0.02511943,0.001081439,0.0003256557,0.0001426114,0.000004942281,0.003169953],"genre_scores_gemma":[0.9984527,0.0004694089,0.0007618081,0.00001951357,0.00009293797,8.384667e-7,0.000001775505,0.00000320711,0.0001977795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4842527,"threshold_uncertainty_score":0.5802593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05326260287965132,"score_gpt":0.4016358749019695,"score_spread":0.3483732720223182,"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."}}