{"id":"W4379931128","doi":"10.1097/01.hjh.0000939660.11962.e1","title":"RADIAL ARTERY PHENOTYPING IN SYSTEMIC SCLEROSIS THROUGH ULTRA-HIGH FREQUENCY ULTRASOUND: A RADIOMIC APPROACH","year":2023,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radial artery; Ultrasound; Arterial wall; Radiology; SIGNAL (programming language); Artery; Cardiology; Pathology; Biomedical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005829192,0.0004319131,0.0001986782,0.001371449,0.0001320431,0.0002895827,0.0001721063,0.0003471843,0.0007458868],"category_scores_gemma":[0.0008361923,0.000102571,0.0001585571,0.0003865823,0.0001995091,0.0001885416,0.0002110774,0.0001668674,0.0001929013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007679174,"about_ca_system_score_gemma":0.00007511457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003000981,"about_ca_topic_score_gemma":0.0004343317,"domain_scores_codex":[0.9997713,0.00009535671,0.00002338016,0.00005079811,0.00003957534,0.00001968302],"domain_scores_gemma":[0.9996549,0.0001190174,0.0001080878,0.00002671032,0.00005577506,0.00003547862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001139238,0.000122461,0.8170025,0.0001072057,0.00007710917,0.000946357,0.0001975601,0.001017968,0.1167953,0.00009415898,0.000158585,0.06234168],"study_design_scores_gemma":[0.00001444193,0.0005611367,0.9820749,0.00002446077,0.00008318028,0.003650775,0.0002097138,0.006160919,0.006702024,0.0001573985,0.0003502913,0.00001071307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944381,0.0005921482,0.004554415,0.0000381719,0.000005055014,0.00001037725,0.0000516038,0.00002665723,0.0002835885],"genre_scores_gemma":[0.9965394,0.0001329891,0.003140577,0.00001292138,0.00001201764,0.000008903232,0.00003879689,0.000001960015,0.000112481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001371449,"threshold_uncertainty_score":0.003082812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05447470835260157,"score_gpt":0.2412544267289838,"score_spread":0.1867797183763822,"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."}}