{"id":"W4403592605","doi":"10.1016/j.fertnstert.2024.07.868","title":"FIRST CANADIAN CLINICAL CASES OF NON-INVASIVE MISCARRIAGE TESTING USING CELL-FREE DNA","year":2024,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Amorfix (Canada)","funders":"","keywords":"Cell-free fetal DNA; Miscarriage; Obstetrics; Medicine; Dna testing; Pregnancy; Biology; Genetics; Prenatal diagnosis; Fetus","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":[0.0004780133,0.001606168,0.0008256708,0.003729299,0.007519102,0.001832253,0.002694715,0.003740907,0.007107319],"category_scores_gemma":[0.008538786,0.0009627925,0.0008172072,0.003823361,0.00203688,0.0005784933,0.001536761,0.004032152,0.001252284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01945351,"about_ca_system_score_gemma":0.03501153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.914984,"about_ca_topic_score_gemma":0.9548178,"domain_scores_codex":[0.9974054,0.0001287488,0.0001372828,0.0002313938,0.001164334,0.0009327935],"domain_scores_gemma":[0.9936318,0.0009865222,0.0005290862,0.0002922265,0.002767818,0.001792597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000562667,0.0003329747,0.1438041,0.0003525778,0.00009217692,0.7731403,0.005190632,0.000595514,0.00352654,0.004253021,0.03916557,0.02898394],"study_design_scores_gemma":[0.0001371103,0.0003409099,0.147153,0.0003397269,0.0001829337,0.7690497,0.006494979,0.001069807,0.003314794,0.0008650314,0.07072759,0.0003244788],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6811053,0.008855715,0.005287568,0.03928437,0.002470639,0.001420842,0.009828701,0.000719982,0.2510269],"genre_scores_gemma":[0.960559,0.003391603,0.00487786,0.006785018,0.0005055844,0.00009457921,0.00139815,0.0001716423,0.02221653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08501601,"threshold_uncertainty_score":0.1710333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09452101687537957,"score_gpt":0.3304800976307518,"score_spread":0.2359590807553723,"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."}}