{"id":"W3176683678","doi":"10.1101/2021.06.21.21256776","title":"Assessment and clinical utility of a non-Next-Generation Sequencing based Non-Invasive Prenatal Testing technology","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre Hospitalier Universitaire de Québec","keywords":"Trisomy; Medicine; Cell-free fetal DNA; Prenatal diagnosis; Obstetrics; Aneuploidy; Fetus; Gynecology; Biology; Pregnancy; Chromosome; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006611734,0.0006061667,0.0004675633,0.00167526,0.0002154634,0.001440643,0.0007060711,0.00105236,0.001560537],"category_scores_gemma":[0.01045581,0.0002445548,0.0003903764,0.0006007021,0.000785563,0.0004911663,0.000552396,0.0005271638,0.0004436579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004633792,"about_ca_system_score_gemma":0.0005450223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009490818,"about_ca_topic_score_gemma":0.0006052286,"domain_scores_codex":[0.9924154,0.00405061,0.0003392361,0.001078914,0.0019099,0.000206028],"domain_scores_gemma":[0.9842244,0.01095403,0.001860333,0.0008327014,0.00186069,0.0002676767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001313518,0.0002244544,0.6334445,0.0007944494,0.0002799123,0.00145226,0.0008484691,0.002650942,0.1554837,0.001439712,0.0009257555,0.2011423],"study_design_scores_gemma":[0.00008932241,0.006855641,0.5984518,0.0005835328,0.0007182396,0.02240107,0.001179599,0.04676921,0.3034759,0.002548438,0.01678533,0.0001419963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372377,0.008406977,0.04501906,0.0008745876,0.0001031241,0.0001903846,0.001007524,0.0003817479,0.006778936],"genre_scores_gemma":[0.9757888,0.0008971259,0.0219233,0.0002160114,0.00004040627,0.0000684728,0.0002910506,0.00001837426,0.0007565361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006611734,"threshold_uncertainty_score":0.03496659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1347335114540326,"score_gpt":0.3681603717003424,"score_spread":0.2334268602463098,"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."}}