{"id":"W4400804478","doi":"10.1159/000540342","title":"Elevated Middle Cerebral Artery Peak Systolic Velocity in Non-Anemic Fetuses: Providing a Better Understanding of Enigmatic Middle Cerebral Artery Peak Systolic Velocity","year":2024,"lang":"en","type":"article","venue":"Fetal Diagnosis and Therapy","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Social Innovation; Mount Sinai Hospital","funders":"","keywords":"Middle cerebral artery; Medicine; Fetus; Cardiology; Internal medicine; Cerebral arteries; Incidence (geometry); Hemoglobin; Artery; Pregnancy; Ischemia","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":[0.0003796696,0.000500885,0.0009673173,0.0004265865,0.0001595902,0.0001239708,0.0001954858,0.0002858152,0.0005005741],"category_scores_gemma":[0.00008692541,0.0003906667,0.0003510075,0.0007817404,0.0002408837,0.0002903356,0.00008603161,0.0005787884,0.00008232795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001703939,"about_ca_system_score_gemma":0.0001074667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002122882,"about_ca_topic_score_gemma":0.00005452509,"domain_scores_codex":[0.9970964,0.000201344,0.0008083727,0.0007463372,0.0004526436,0.0006949673],"domain_scores_gemma":[0.9986922,0.0005158093,0.0001721095,0.0003318518,0.00004731731,0.0002406827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008928665,0.01438677,0.6596723,0.04969104,0.005710236,0.00539893,0.03392709,0.0001748962,0.05958499,0.005713445,0.01645397,0.1403577],"study_design_scores_gemma":[0.01998094,0.008351632,0.8937944,0.009562314,0.001127637,0.001025517,0.002678529,0.04140589,0.002552358,0.01111662,0.005116335,0.003287837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891556,0.006839019,0.00009445456,0.001328985,0.0003347726,0.00124611,0.00006933275,0.0001554069,0.0007763325],"genre_scores_gemma":[0.9962499,0.002054988,0.00006145228,0.0008392243,0.000253981,0.00023217,0.00005881093,0.00006631707,0.0001831215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2341221,"threshold_uncertainty_score":0.9998545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0546866607858171,"score_gpt":0.2579729934012514,"score_spread":0.2032863326154343,"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."}}