{"id":"W2084959672","doi":"10.1007/s12170-014-0386-5","title":"Carotid Plaque or CIMT: What is the Future for Carotid US Imaging?","year":2014,"lang":"en","type":"article","venue":"Current Cardiovascular Risk Reports","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Intima-media thickness; Carotid arteries; Ultrasound; Cardiology; Internal medicine; Coronary artery disease; Radiology; Fibrous cap","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003521831,0.0004977257,0.001202284,0.0001571663,0.0005133018,0.0001923703,0.0001746932,0.0001674982,0.00005958015],"category_scores_gemma":[0.0005050749,0.0003300538,0.005943382,0.0003590785,0.0001224725,0.0003358396,0.0001137162,0.0005499626,0.0000287317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001943715,"about_ca_system_score_gemma":0.0004986404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001520356,"about_ca_topic_score_gemma":0.00002207385,"domain_scores_codex":[0.9953799,0.000477255,0.0008658423,0.001123069,0.001381423,0.0007725556],"domain_scores_gemma":[0.9952764,0.000112181,0.0003792087,0.003064946,0.0005439974,0.0006233037],"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":[0.0005973132,0.0003575147,0.1747759,0.002987585,0.006519072,0.0003817573,0.0005747273,0.0004065039,0.00002883154,0.00006800436,0.03694281,0.77636],"study_design_scores_gemma":[0.003066789,0.00006362215,0.07122735,0.0004752798,0.006512658,0.00339757,0.0002973327,0.000197081,0.0003748168,0.0003262352,0.9135908,0.0004704006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2264123,0.6557686,0.07055484,0.00330836,0.02744094,0.01486016,0.0001563039,0.0007299389,0.0007685839],"genre_scores_gemma":[0.9309683,0.05198997,0.0008474135,0.001373468,0.01174187,0.00197301,0.000660872,0.0002303711,0.0002146634],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8766481,"threshold_uncertainty_score":0.9999151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152636527111792,"score_gpt":0.2806277455497419,"score_spread":0.269101380278624,"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."}}