{"id":"W6997111625","doi":"","title":"Ultrasound Reliability of Blood Flow Measurements in Neck Vasculature: A Comparison Between a Novice and Experienced Sonographer","year":2024,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Sonographer; Reliability (semiconductor); Intraclass correlation; Blood flow; Ultrasound; Common carotid artery; Repeatability; Internal carotid artery","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":[0.008673464,0.0002071465,0.0003298045,0.001369518,0.0002526288,0.0006493015,0.0004106293,0.0003107435,0.001351428],"category_scores_gemma":[0.04426693,0.0001907291,0.000244075,0.0003798149,0.000572542,0.0007034021,0.0007789194,0.0002939972,0.0006000195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002961761,"about_ca_system_score_gemma":0.0003386973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001994242,"about_ca_topic_score_gemma":0.002942133,"domain_scores_codex":[0.9940122,0.002819597,0.0005708362,0.0007625331,0.001616711,0.0002181591],"domain_scores_gemma":[0.964434,0.0210184,0.004009109,0.002169145,0.007578957,0.0007905099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005664815,0.0001820036,0.9059548,0.0001847298,0.0001531392,0.0002754619,0.006537877,0.0004892316,0.004901717,0.0002031799,0.00111668,0.07943466],"study_design_scores_gemma":[0.00003162857,0.0006830636,0.9874663,0.0001021019,0.00006389237,0.001059394,0.002993362,0.003506428,0.002351558,0.0002601852,0.001442905,0.00003914216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903947,0.0004563839,0.005428832,0.0001012459,0.00004503311,0.00005165573,0.0001051154,0.00006702117,0.003350249],"genre_scores_gemma":[0.9970002,0.0001526907,0.002046553,0.00005315517,0.00001896518,0.00002742911,0.0000993889,0.00001400177,0.0005874989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008673464,"threshold_uncertainty_score":0.04587018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739045742473203,"score_gpt":0.1957124746016417,"score_spread":0.1783220171769097,"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."}}