{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001977439,0.0001729701,0.0003537587,0.0003197644,0.0000581786,0.00001647312,0.0001567594,0.00007256166,0.0004030538],"category_scores_gemma":[0.005461217,0.000161935,0.00008315936,0.0007214199,0.00005670855,0.0001118552,0.0001644946,0.0001810108,0.000008932492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000726722,"about_ca_system_score_gemma":0.002954165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8352712,"about_ca_topic_score_gemma":0.8594053,"domain_scores_codex":[0.998497,0.00003769945,0.0004205818,0.0003441461,0.0004006218,0.0002999378],"domain_scores_gemma":[0.9971489,0.00213345,0.00008828328,0.000319435,0.0001794034,0.0001305855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003466084,0.0002879392,0.9317749,0.0001384476,0.00007259799,0.000131826,0.001020725,0.00003712542,0.00002446962,0.001165512,0.0124356,0.05256431],"study_design_scores_gemma":[0.002579851,0.0003533824,0.9639331,0.001190222,0.00009888525,0.00001232749,0.005779979,0.0001299783,0.0229059,0.0008457056,0.002010048,0.0001605977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881395,0.002698514,0.0001340476,0.004186655,0.000177963,0.0006010277,0.0002681878,0.00003372454,0.003760407],"genre_scores_gemma":[0.9970167,0.0005290164,0.001659023,0.0003567161,0.00002296765,0.000224563,0.00004108165,0.00001404369,0.0001358621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05240371,"threshold_uncertainty_score":0.6603519,"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."}}