{"id":"W3097893588","doi":"10.1016/j.jacr.2020.09.007","title":"ACR Appropriateness Criteria® Nuchal Translucency Evaluation at 11 to 14 Weeks of Gestation","year":2020,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Appropriate Use Criteria; Nuchal Translucency Measurement; Genetic testing; Fetal echocardiography; Guideline; Gestation; Grading (engineering); Expert opinion; Obstetrics; Referral; Medical physics; Pediatrics; Pregnancy; Prenatal diagnosis; Fetus; Family medicine; Intensive care medicine; First trimester; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007646733,0.0007411452,0.0006147502,0.003269651,0.0005204808,0.0009100327,0.0006487215,0.0009531647,0.003771683],"category_scores_gemma":[0.008125101,0.0001632974,0.0006678184,0.001028226,0.0004430628,0.0003555762,0.0005676554,0.0008470035,0.0008038603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009373445,"about_ca_system_score_gemma":0.002136114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01786846,"about_ca_topic_score_gemma":0.02045472,"domain_scores_codex":[0.9985883,0.0003497368,0.0001968567,0.000136827,0.0005655431,0.0001626288],"domain_scores_gemma":[0.9969265,0.0006215217,0.0006999411,0.00008705626,0.001253831,0.0004111272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008702151,0.0001151414,0.7631033,0.0006585771,0.0002056739,0.0184793,0.0004196707,0.002181643,0.005770151,0.002863129,0.08016022,0.1251729],"study_design_scores_gemma":[0.0000987759,0.0003580889,0.9023325,0.002429491,0.0002164562,0.03867124,0.0004577863,0.003146384,0.003077615,0.001554381,0.0475603,0.00009698502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5235197,0.05651316,0.01489371,0.01759315,0.003122883,0.000949938,0.01850791,0.001269047,0.3636306],"genre_scores_gemma":[0.9551848,0.01346417,0.01114093,0.001785225,0.0006132863,0.0003908831,0.006995929,0.0001469899,0.01027771],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01786846,"threshold_uncertainty_score":0.0355289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0317145714938392,"score_gpt":0.3106729081646374,"score_spread":0.2789583366707982,"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."}}