{"id":"W2996561598","doi":"10.1016/j.cmpb.2019.105276","title":"Three-dimensional ultrasound evaluation of the effects of pomegranate therapy on carotid plaque texture using locality preserving projection","year":2019,"lang":"en","type":"article","venue":"Computer Methods and Programs in Biomedicine","topic":"Pomegranate: compositions and health benefits","field":"Nursing","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thrombosis and Atherosclerosis Research Institute","funders":"Research Grants Council, University Grants Committee; City University of Hong Kong","keywords":"Locality; Projection (relational algebra); Texture (cosmology); Ultrasound; Medicine; Computer vision; Artificial intelligence; Computer science; Radiology; Biomedical engineering; Image (mathematics); Algorithm","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":[0.0003501848,0.0002117412,0.0002643863,0.0004894478,0.000162376,0.0002506165,0.0001264078,0.0002991562,0.001697858],"category_scores_gemma":[0.0004988619,0.0001597991,0.0002686703,0.0003364407,0.0002832545,0.0002113374,0.0001779955,0.0002840786,0.0001124379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007260092,"about_ca_system_score_gemma":0.000126837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008567215,"about_ca_topic_score_gemma":0.0005990777,"domain_scores_codex":[0.9999022,0.00003648896,0.000005398783,0.00001105138,0.00002886779,0.00001593974],"domain_scores_gemma":[0.9998375,0.00009702074,0.00001352751,0.00001321685,0.00002228846,0.00001642035],"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":[0.009962167,0.0005792395,0.004190812,0.0002695184,0.0001000535,0.0004804927,0.0003585178,0.003977505,0.8894074,0.0002418545,0.0002070851,0.09022526],"study_design_scores_gemma":[0.0005038782,0.009206682,0.1494756,0.00003367263,0.0006200543,0.00291237,0.0006068936,0.05076875,0.7832326,0.0004761653,0.002016855,0.0001464131],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837647,0.00067229,0.01411641,0.00006910244,0.00002366661,0.00004428655,0.00008208098,0.00008337754,0.001144155],"genre_scores_gemma":[0.9940295,0.0004993017,0.004668852,0.00003200955,0.000013492,0.00002345975,0.00003695309,0.00001746366,0.000679001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001697858,"threshold_uncertainty_score":0.005679905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07216303450521494,"score_gpt":0.3946796096365295,"score_spread":0.3225165751313146,"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."}}