{"id":"W4406130983","doi":"10.1002/pd.6738","title":"Blazing the Trail of Non‐Invasive Prenatal Screening Expanded Use: Healthcare Providers' 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; Université de Montréal","funders":"Université de Montréal","keywords":"Prenatal care; Medicine; Health care; Family medicine; Environmental health; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002996874,0.0003498544,0.0005939272,0.0002731949,0.0002942337,0.0001030274,0.0003894213,0.0002074275,0.00004667066],"category_scores_gemma":[0.003966174,0.0002704826,0.0003250991,0.0006721428,0.0003866989,0.0004428605,0.0003482012,0.000568573,0.000009241598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001122192,"about_ca_system_score_gemma":0.0003628201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00193324,"about_ca_topic_score_gemma":0.0003808113,"domain_scores_codex":[0.9975773,0.0001390903,0.0005629983,0.0006315819,0.0005326012,0.000556407],"domain_scores_gemma":[0.9954771,0.002987423,0.0002188543,0.0007110346,0.0003836565,0.0002219092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001591683,0.001370893,0.7529227,0.004035023,0.001573751,0.0002730034,0.01688827,0.0003540685,0.0008627606,0.006103552,0.01259964,0.2014247],"study_design_scores_gemma":[0.006696973,0.001616047,0.7264441,0.01459243,0.001143456,0.0001169355,0.02026645,0.001855434,0.2242097,0.0007860691,0.001394414,0.0008779451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687389,0.0105541,0.00353875,0.01186911,0.0003845695,0.002352035,0.0004132217,0.0002839687,0.001865304],"genre_scores_gemma":[0.9944976,0.0007594891,0.002929367,0.0006991983,0.0001324907,0.0004440235,0.0001038592,0.0000390908,0.000394908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2233469,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02731798427309338,"score_gpt":0.3015072938352404,"score_spread":0.274189309562147,"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."}}