{"id":"W2507863092","doi":"10.1007/s11517-018-1865-5","title":"Fractal dimension based carotid plaque characterization from three-dimensional ultrasound images","year":2018,"lang":"en","type":"article","venue":"Medical & Biological Engineering & Computing","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Natural Science Foundation of China","keywords":"Fractal dimension; Ultrasound; Atorvastatin; Medicine; Fractal; Biomedical engineering; Radiology; Mathematics; Internal medicine","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":[0.0003470077,0.0003254303,0.0004073121,0.004234843,0.0001928947,0.0007903493,0.0002103625,0.000510634,0.0005244699],"category_scores_gemma":[0.0009997479,0.000199657,0.0005575226,0.0009400894,0.000241605,0.0004120953,0.0003308816,0.0002600191,0.0002289178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892729,"about_ca_system_score_gemma":0.0002863161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001400708,"about_ca_topic_score_gemma":0.001390535,"domain_scores_codex":[0.9998339,0.0000207895,0.00001475865,0.00002572563,0.00007551281,0.00002917924],"domain_scores_gemma":[0.9995198,0.0001481667,0.00007775021,0.00004178835,0.000175648,0.00003679272],"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":[0.001398508,0.0002615226,0.0370878,0.0005326043,0.0002706706,0.00104199,0.0006354239,0.03280115,0.4892067,0.001641922,0.002080021,0.4330416],"study_design_scores_gemma":[0.00004205417,0.0003332333,0.1934766,0.00009713766,0.0004259762,0.004383084,0.0003880408,0.6783024,0.117664,0.001889482,0.002790244,0.0002077853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7748246,0.001167854,0.2201832,0.000173797,0.00005660623,0.00007509978,0.0006784117,0.0008995183,0.001940809],"genre_scores_gemma":[0.9433622,0.0006875513,0.0546785,0.00004172827,0.00005517737,0.00003681471,0.0004984815,0.00004408943,0.0005954361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004234843,"threshold_uncertainty_score":0.002785087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139124317345476,"score_gpt":0.2488905524596754,"score_spread":0.2374993092862207,"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."}}