{"id":"W2581574918","doi":"10.1259/bjr.20160670","title":"Interrater variability for CT angiography evaluation between neurologists and neuroradiologist in acute stroke patients","year":2017,"lang":"en","type":"article","venue":"British Journal of Radiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroradiologist; Medicine; Acute stroke; Radiology; Angiography; Cerebral angiography; Stroke (engine); Inter-rater reliability; Magnetic resonance imaging; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001727588,0.0001298544,0.0005653023,0.000189498,0.0001015847,0.00005060442,0.0002655835,0.00008930477,0.00001292154],"category_scores_gemma":[0.00181591,0.000127838,0.0002120663,0.00003937867,0.0003523921,0.0001636924,0.0001073088,0.0003283559,4.042374e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006313981,"about_ca_system_score_gemma":0.0000415669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005735454,"about_ca_topic_score_gemma":0.00001552699,"domain_scores_codex":[0.9984679,0.0002622401,0.0005613932,0.000274985,0.0001724685,0.0002610085],"domain_scores_gemma":[0.9985944,0.0001940834,0.0005844528,0.0002676425,0.0002573701,0.0001020517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000309137,0.00007077674,0.9524328,0.00002299996,0.0002903934,0.0002810528,0.0000199426,0.000002756966,0.0001639564,0.000003523175,0.009461319,0.0369414],"study_design_scores_gemma":[0.005094528,0.001375099,0.987223,0.00005176414,0.0005047779,0.004387067,0.000007766289,0.0001284395,0.00004017989,0.0001958711,0.0009034204,0.00008803376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962358,0.0003841417,0.0007526187,0.001036802,0.0004771268,0.0006379811,0.00006942031,0.000006876497,0.000399171],"genre_scores_gemma":[0.9979729,0.0002258661,0.001196857,0.0002952037,0.0002186532,0.00002000088,0.00003475055,0.00001318302,0.0000225617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03685337,"threshold_uncertainty_score":0.5213084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533734183434267,"score_gpt":0.3081743454285219,"score_spread":0.2828370035941792,"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."}}