{"id":"W4407061121","doi":"10.1002/pd.6753","title":"Towards a Responsible Implementation of NIPT as a First‐Tier Test in Canada: Decision‐Makers’ Perspectives","year":2025,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Simon Fraser University; Université de Montréal","funders":"Canadian Institutes of Health Research; Génome Québec; Genome Canada","keywords":"Test (biology); Tier 2 network; Tier 1 network; Medicine; Computer science; Biology; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03894888,0.0005335425,0.0005761341,0.001648871,0.03989928,0.01341021,0.00348619,0.004469052,0.002395715],"category_scores_gemma":[0.05629028,0.0007639811,0.000708449,0.002602171,0.02195958,0.002947582,0.007041763,0.00675245,0.0001344212],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2327558,"about_ca_system_score_gemma":0.4436305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9804113,"about_ca_topic_score_gemma":0.9809299,"domain_scores_codex":[0.9385042,0.02477023,0.001945392,0.002317968,0.01197392,0.02048846],"domain_scores_gemma":[0.9276417,0.02911586,0.004862395,0.0009949849,0.02010955,0.01727558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002186465,0.0001208966,0.04710815,0.0006363029,0.00006193615,0.004986118,0.8422658,0.001705009,0.002536007,0.05331741,0.01342508,0.03361866],"study_design_scores_gemma":[0.00004199495,0.00007543205,0.02403871,0.0009462293,0.0000471456,0.0003951125,0.8769203,0.001181194,0.001086228,0.005347246,0.08968314,0.0002370773],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6833842,0.004664721,0.004633994,0.2440301,0.000420095,0.0006845883,0.0003034852,0.00004953188,0.06182925],"genre_scores_gemma":[0.9912503,0.0008837603,0.001842623,0.004022381,0.00001670082,0.00005612572,0.00003520564,0.00001245802,0.001880612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7672442,"threshold_uncertainty_score":0.8898945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125560215060154,"score_gpt":0.304012705037805,"score_spread":0.2927571028872035,"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."}}