{"id":"W2107370528","doi":"10.1007/s00234-009-0543-6","title":"Radiation dose from multidetector row CT imaging for acute stroke","year":2009,"lang":"en","type":"article","venue":"Neuroradiology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Effective dose (radiation); Nuclear medicine; Neuroradiology; Radiology; Angiography; Stroke (engine); Perfusion scanning; Interventional radiology; Perfusion; Neurology","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":[0.00008324115,0.0001472802,0.0003144155,0.0001435413,0.00007767775,0.00002022642,0.000090787,0.00003713529,0.00005744557],"category_scores_gemma":[0.0002124137,0.0001396109,0.0001194292,0.000088759,0.00003381848,0.0001577097,0.000008451594,0.0001677646,0.00003727263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000515451,"about_ca_system_score_gemma":0.00005106516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002811407,"about_ca_topic_score_gemma":0.000001161275,"domain_scores_codex":[0.9989665,0.00005718149,0.0002490152,0.0003454888,0.00009032716,0.0002914748],"domain_scores_gemma":[0.9993057,0.0001687799,0.0001021796,0.0002675024,0.00003944576,0.0001163622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004321531,0.00009684498,0.07286046,0.000007047382,0.0001379766,0.000174596,0.000201569,0.00006450765,0.4560173,0.0001271899,0.01150908,0.4583713],"study_design_scores_gemma":[0.006944818,0.0006941052,0.845608,0.00001560103,0.0003768638,0.0003719515,0.00003095751,0.04337673,0.04421754,0.0004338504,0.05764403,0.0002855635],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860631,0.0004420469,0.002651178,0.009008747,0.0006196142,0.000487337,0.00007268185,0.0001540399,0.0005012804],"genre_scores_gemma":[0.9888145,0.00009604076,0.001574568,0.008337493,0.0007219554,0.00002140667,0.0001612159,0.00002214075,0.0002506501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7727475,"threshold_uncertainty_score":0.5693168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175100690064955,"score_gpt":0.3044471645461808,"score_spread":0.2926961576455313,"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."}}