{"id":"W4360992942","doi":"10.1002/jcla.24870","title":"Non‐Invasive prenatal testing with rolling circle amplification: Real‐world clinical experience in a non‐molecular laboratory","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Laboratory Analysis","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Prenatal diagnosis; Polymerase chain reaction; Workflow; Cell-free fetal DNA; Computational biology; Obstetrics; Medicine; Real-time polymerase chain reaction; Computer science; Biology; Bioinformatics; Pregnancy; Fetus; Genetics; Gene","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":[0.006213293,0.0006664142,0.0003514143,0.0004620234,0.0005368725,0.001025207,0.0007795827,0.0006188667,0.002042471],"category_scores_gemma":[0.01374903,0.0003304512,0.0002618298,0.0003301433,0.001260408,0.0008006354,0.001386986,0.0007152032,0.0007460102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004435312,"about_ca_system_score_gemma":0.001074887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008412584,"about_ca_topic_score_gemma":0.0008496419,"domain_scores_codex":[0.9934681,0.004297745,0.0002564479,0.0008700444,0.0008060343,0.0003016535],"domain_scores_gemma":[0.9928288,0.003509337,0.0006998341,0.0007297875,0.0008999238,0.001332235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002472728,0.004097185,0.5165648,0.0004967047,0.0001473641,0.02377312,0.01784989,0.002521795,0.02552123,0.0009910214,0.005181313,0.4003828],"study_design_scores_gemma":[0.0009978026,0.04317408,0.5366151,0.000943103,0.0003614517,0.2505617,0.02926276,0.01543309,0.05355268,0.005113135,0.06338989,0.0005952852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808481,0.001998936,0.0120583,0.0008894017,0.00005703491,0.0002286511,0.00009755295,0.0001022153,0.003719747],"genre_scores_gemma":[0.9868246,0.001293793,0.01059186,0.0003240465,0.00006271392,0.00008526565,0.0001135063,0.00003378842,0.0006704137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006213293,"threshold_uncertainty_score":0.03285944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07249616987981009,"score_gpt":0.4101900433462676,"score_spread":0.3376938734664575,"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."}}