{"id":"W4296026377","doi":"10.1097/rct.0000000000001383","title":"The Impact of Virtual Monoenergetic Imaging on Visualization of the Cervical Spinal Canal","year":2022,"lang":"en","type":"article","venue":"Journal of Computer Assisted Tomography","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Digital Enhanced Cordless Telecommunications; Nuclear medicine; Image noise; Artifact (error); Image quality; Spinal canal; Radiology; Image (mathematics); Spinal cord","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":[0.001531455,0.0002288241,0.0001717449,0.0006398926,0.0001294533,0.0006591075,0.0003408782,0.0003291543,0.000967284],"category_scores_gemma":[0.009294597,0.000172298,0.0001762779,0.0002612297,0.0006799048,0.0004915611,0.0004209157,0.0001530592,0.0001387217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002749132,"about_ca_system_score_gemma":0.0003003431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005180842,"about_ca_topic_score_gemma":0.001067328,"domain_scores_codex":[0.9991817,0.0003118887,0.0000868967,0.0001094788,0.0002594994,0.00005040941],"domain_scores_gemma":[0.9946084,0.003045926,0.001383808,0.0002707062,0.0005653738,0.0001258154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002283023,0.0001309386,0.8752338,0.0003952581,0.0001340342,0.00126089,0.0001954297,0.001474129,0.03556863,0.00008931602,0.000151121,0.0830835],"study_design_scores_gemma":[0.00004264053,0.002483231,0.96318,0.00008146151,0.0001931957,0.01376029,0.0002373596,0.001706471,0.01717402,0.0001140525,0.001000745,0.00002660971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965737,0.001479133,0.00142157,0.00004385469,0.00000546939,0.00001109535,0.00003544234,0.00001204398,0.0004178768],"genre_scores_gemma":[0.9978613,0.0002927952,0.001704556,0.00001834458,0.00001242156,0.000005390616,0.00003171678,0.000004511913,0.00006900785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001531455,"threshold_uncertainty_score":0.008099198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005677074311659155,"score_gpt":0.2441894845844993,"score_spread":0.2385124102728401,"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."}}