{"id":"W3028878021","doi":"10.3760/cma.j.issn.1671-8925.2017.10.016","title":"Identification of carotid plaque microcalcification by Micropure imaging","year":2017,"lang":"en","type":"article","venue":"Chinese Journal of Neuromedicine","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microcalcification; Medicine; Stroke (engine); Radiology; Receiver operating characteristic; Carotid arteries; Ischemic stroke; Cardiology; Internal medicine; Ischemia; Mammography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003394909,0.0001584974,0.0004794735,0.0001780636,0.0001211343,0.00003355729,0.000289949,0.00003709917,0.00004263925],"category_scores_gemma":[0.0005341826,0.0001059932,0.0002663099,0.00008927978,0.0002007481,0.0002379863,0.00003389815,0.00023079,0.000004970682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000298949,"about_ca_system_score_gemma":0.00007223245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001252995,"about_ca_topic_score_gemma":5.665668e-7,"domain_scores_codex":[0.9985061,0.00003981305,0.0007390475,0.0001561476,0.0004257448,0.0001331159],"domain_scores_gemma":[0.9976859,0.00003913531,0.001073227,0.0005846927,0.0004306256,0.0001864227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006892128,0.0001741889,0.334869,0.0001235498,0.00006157267,0.00001882624,0.0001081928,9.93606e-7,0.6555535,0.000002829074,0.007734213,0.001284241],"study_design_scores_gemma":[0.00266738,0.0002091422,0.9536148,0.0002735113,0.000299888,0.001454852,0.0001112099,0.0000471338,0.03967129,0.00004665987,0.001515645,0.0000884328],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926214,0.001156081,0.0004603626,0.004859743,0.0004890899,0.000189433,0.00001839754,0.000009387866,0.0001961422],"genre_scores_gemma":[0.9981209,0.0008922018,0.00003253472,0.0002988662,0.0004514796,0.000001816799,0.00002249273,0.00002200617,0.0001577044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6187458,"threshold_uncertainty_score":0.4322276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005854034881697575,"score_gpt":0.2756677348048225,"score_spread":0.2698136999231249,"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."}}