{"id":"W4210400368","doi":"10.1016/j.echo.2022.01.015","title":"Response to Azarpazhooh et al., Reliability, Reproducibility and Advantages of Measuring Carotid Total Plaque Area","year":2022,"lang":"en","type":"letter","venue":"Journal of the American Society of Echocardiography","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Reliability (semiconductor); Medicine; Reproducibility; Statement (logic); Medical physics; Nuclear medicine; Artificial intelligence; Statistics; Computer science; Mathematics; Epistemology","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":[0.003255554,0.0008047179,0.001299483,0.000746731,0.002040928,0.002382221,0.001326253,0.02734847,0.004098794],"category_scores_gemma":[0.02967911,0.0005170896,0.000854029,0.0007245282,0.00129814,0.001836873,0.0006582284,0.02182128,0.00517127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003093535,"about_ca_system_score_gemma":0.002590108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005620738,"about_ca_topic_score_gemma":0.006809744,"domain_scores_codex":[0.9977016,0.0006323479,0.0004639984,0.0003179694,0.0006605674,0.0002236273],"domain_scores_gemma":[0.9897407,0.005273786,0.0006320867,0.0002582165,0.003211168,0.0008840557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001620905,0.00006714353,0.001794916,0.00008889153,0.00002916124,0.002470546,0.000121604,0.0000652764,0.0002204331,0.0005360621,0.9844279,0.01001607],"study_design_scores_gemma":[0.0006189378,0.0003802544,0.009660834,0.0008785889,0.000173749,0.01250795,0.001610451,0.001689369,0.001142579,0.006558265,0.9645719,0.0002070218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007595963,0.0006168835,0.0001038694,0.9820586,0.01492495,0.00002104434,0.0001384548,0.00004070338,0.001335909],"genre_scores_gemma":[0.006950869,0.0007950759,0.0003198171,0.9542046,0.03395289,0.0000633803,0.00009262729,0.00002864489,0.003592085],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02734847,"threshold_uncertainty_score":0.02244532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922981133038992,"score_gpt":0.2916741231062973,"score_spread":0.2724443117759074,"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."}}