{"id":"W4363647579","doi":"10.1117/12.2651785","title":"3D ultrasound to investigate synovial blood flow in 1st carpometacarpal osteoarthritis","year":2023,"lang":"en","type":"article","venue":"","topic":"Tendon Structure and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Blood flow; Medicine; Angiogenesis; Osteoarthritis; Synovitis; Biomedical engineering; Ultrasound; Synovial membrane; Laser Doppler velocimetry; Radiology; Doppler effect; Inflammation; Pathology; Arthritis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008684435,0.0001792586,0.0003374309,0.0003040349,0.00004023983,0.00002286163,0.00006170773,0.00008338288,0.000361934],"category_scores_gemma":[0.0001202587,0.0001422971,0.00007713934,0.0008553142,0.00004472626,0.00004740487,0.00004126132,0.0001420895,0.0006472421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003993624,"about_ca_system_score_gemma":0.00007756471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003469349,"about_ca_topic_score_gemma":0.0009035447,"domain_scores_codex":[0.9987571,0.00002537604,0.0002436484,0.0003326923,0.0002650445,0.0003760888],"domain_scores_gemma":[0.9992797,0.00008524767,0.00002000943,0.00028174,0.00003544768,0.0002978787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005575661,0.0006260259,0.6658136,0.0002224717,0.0008238785,0.01305483,0.005508178,0.0002481351,0.1269401,0.002123176,0.01642662,0.1676555],"study_design_scores_gemma":[0.022553,0.004013959,0.8366207,0.0003490903,0.0007415498,0.002037009,0.0008885594,0.00008105247,0.09710205,0.001342203,0.03336075,0.0009100183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879612,0.0001421695,0.000009244615,0.001296813,0.0002792706,0.0004924617,0.00004383209,0.0002368821,0.009538163],"genre_scores_gemma":[0.9916866,0.00002976805,0.003239204,0.001114696,0.0002117853,0.00006721068,0.0001024661,0.00002694664,0.003521342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1708072,"threshold_uncertainty_score":0.8319204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493219352549386,"score_gpt":0.2595945215673442,"score_spread":0.2446623280418504,"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."}}