{"id":"W4406478796","doi":"10.1016/j.yvas.2016.06.082","title":"10.1016/j.yvas.2016.06.082","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Carotid endarterectomy; Duplex (building); Ultrasound; Value (mathematics); Radiology; Cardiology; Carotid arteries; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005192541,0.0008495617,0.000506093,0.00121532,0.0008384187,0.002326377,0.000803529,0.002941435,0.8728423],"category_scores_gemma":[0.001509549,0.0003549899,0.0005175331,0.0005369354,0.0006131419,0.002204438,0.001039694,0.00157895,0.8316287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006754494,"about_ca_system_score_gemma":0.001143349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002186455,"about_ca_topic_score_gemma":0.002403818,"domain_scores_codex":[0.9997669,0.00001918884,0.0000230085,0.00005953392,0.00006282922,0.00006858823],"domain_scores_gemma":[0.9991136,0.0001165014,0.0001133612,0.00004358555,0.0001852869,0.0004275715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003336985,0.0002529621,0.006950767,0.0004303497,0.00004044653,0.0006378324,0.0001035026,0.000197743,0.0005982404,0.003217674,0.3792349,0.6080019],"study_design_scores_gemma":[0.00008051049,0.0001438353,0.007121466,0.001051209,0.00004341032,0.005242883,0.0002889186,0.0002222457,0.0003965835,0.004235338,0.9811428,0.00003086572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00795252,0.02019186,0.002184731,0.01767729,0.005569657,0.0001090542,0.00380828,0.001712092,0.9407945],"genre_scores_gemma":[0.01975958,0.006994839,0.001643174,0.003409352,0.002060416,0.00008545978,0.002067263,0.0003111908,0.9636686],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1271577,"threshold_uncertainty_score":0.1813749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004264243098432833,"score_gpt":0.1778536014539857,"score_spread":0.1735893583555528,"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."}}