{"id":"W4391469991","doi":"10.1016/j.bjps.2024.01.041","title":"Digital artery flow hemodynamics: An ultrasonographic study","year":2024,"lang":"en","type":"article","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ulnar artery; Radial artery; Hemodynamics; Medicine; Digital artery; Artery; Blood flow; Wrist; Cardiology; Ultrasound; Wilcoxon signed-rank test; Internal medicine; Surgery; Radiology; Anatomy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001365203,0.0004370738,0.001242602,0.00165828,0.0000991639,0.0003026364,0.0001646172,0.0001810379,0.000165388],"category_scores_gemma":[0.0004339709,0.0003468559,0.001416132,0.0007142795,0.0005019599,0.001236313,0.00002736618,0.0008468831,0.0000271244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001628287,"about_ca_system_score_gemma":0.0007137191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002341237,"about_ca_topic_score_gemma":0.000001735135,"domain_scores_codex":[0.996874,0.0002425549,0.001369971,0.0005040854,0.0005643584,0.0004450385],"domain_scores_gemma":[0.9968454,0.001418563,0.0004176921,0.0004069468,0.0005065772,0.0004048183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0004961588,0.0007171881,0.2889468,0.00008856317,0.001019846,0.002699507,0.0003505238,0.00001570545,0.0006319185,0.0000589898,0.0004493442,0.7045255],"study_design_scores_gemma":[0.003853423,0.007300225,0.2642985,0.007317435,0.003530898,0.6747884,0.01486625,0.004054662,0.002633053,0.006533002,0.008328591,0.002495625],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878342,0.0009008134,0.006642894,0.00005381229,0.003297589,0.0003815936,0.00003537254,0.0001548666,0.0006988879],"genre_scores_gemma":[0.9975649,0.000194225,0.001760555,0.00002667396,0.0003025964,0.00001291832,0.00001530379,0.00007444714,0.00004838988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7020298,"threshold_uncertainty_score":0.9998984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333382243767093,"score_gpt":0.2530031742104786,"score_spread":0.2396693517728077,"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."}}