{"id":"W3136938154","doi":"10.1007/s00234-021-02687-x","title":"Near-occlusion is difficult to diagnose with common carotid ultrasound methods","year":2021,"lang":"en","type":"article","venue":"Neuroradiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"Svenska Läkaresällskapet; Knut och Alice Wallenbergs Stiftelse","keywords":"Medicine; Ultrasound; Stenosis; Occlusion; Neuroradiology; Radiology; Nuclear medicine; Neurology; Surgery","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":[0.002019486,0.0004927468,0.0007082563,0.002082499,0.0003889146,0.0007778025,0.000454692,0.0006005847,0.001639643],"category_scores_gemma":[0.01411088,0.0002656203,0.0003162361,0.0006216058,0.0007311347,0.0008864166,0.0007852415,0.0003295097,0.0007015775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002039366,"about_ca_system_score_gemma":0.0003717496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107485,"about_ca_topic_score_gemma":0.001278837,"domain_scores_codex":[0.9977269,0.0005881375,0.0003168523,0.00034662,0.0008318406,0.0001896634],"domain_scores_gemma":[0.9925315,0.003063628,0.002668843,0.0005087897,0.0007970122,0.0004302972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000128281,0.00002088502,0.983201,0.00006859025,0.00004854652,0.000960595,0.0000839457,0.00009438753,0.0008541691,0.00005186498,0.0002073345,0.01428045],"study_design_scores_gemma":[0.00001277161,0.0002991161,0.947902,0.000312371,0.0001532529,0.04401733,0.0006239641,0.00234509,0.001778465,0.0006679516,0.001850608,0.00003715472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985053,0.007957389,0.003328292,0.0002719076,0.00009425938,0.00003290652,0.0001447756,0.00007336638,0.003044086],"genre_scores_gemma":[0.9978278,0.0007947231,0.0009852601,0.00006309127,0.00007803215,0.000005585177,0.000107413,0.000005377065,0.0001326698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002082499,"threshold_uncertainty_score":0.01068014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211390004186554,"score_gpt":0.3128121136189971,"score_spread":0.3006982135771316,"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."}}