{"id":"W2058311157","doi":"10.1002/uog.14723","title":"Costs and benefits of non‐invasive fetal <scp>RhD</scp> determination","year":2014,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Blood groups and transfusion","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Canadian Blood Services; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Pregnancy; Genotyping; Obstetrics; Fetus; Population; Cell-free fetal DNA; Prenatal diagnosis; Pediatrics; Environmental health; Genotype","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001676716,0.0003738883,0.0002595405,0.0006978828,0.000316398,0.001025501,0.0004790746,0.0004996982,0.002517577],"category_scores_gemma":[0.006209116,0.0002403647,0.000691248,0.000672647,0.0004753339,0.0003873172,0.0005072854,0.0005037587,0.00009603205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01021626,"about_ca_system_score_gemma":0.007413972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1262642,"about_ca_topic_score_gemma":0.1493865,"domain_scores_codex":[0.9981068,0.0009327795,0.00006566551,0.0000967854,0.0004923171,0.0003054952],"domain_scores_gemma":[0.9974456,0.001575945,0.0004170871,0.0000419731,0.0002309846,0.0002883441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004834818,0.0009352267,0.4943336,0.0007268023,0.0008407701,0.000685268,0.000241936,0.2452708,0.00154322,0.00689065,0.003074533,0.2406223],"study_design_scores_gemma":[0.0007317997,0.003788333,0.7241807,0.0005448064,0.001347894,0.00128208,0.001302356,0.2554403,0.002004069,0.004320009,0.004961656,0.00009593202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863572,0.001623795,0.002561026,0.001444636,0.00001779493,0.0002918825,0.0007509575,0.00002196377,0.006930867],"genre_scores_gemma":[0.9978002,0.00034073,0.001217305,0.00005025591,0.000004924875,0.00002712828,0.000167026,0.000001577159,0.00039098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1262642,"threshold_uncertainty_score":0.2510585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008818114744987584,"score_gpt":0.2288752439402195,"score_spread":0.2200571291952319,"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."}}