{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04109798,0.0002349951,0.0003174171,0.0007437302,0.01036316,0.006552363,0.001463962,0.00583181,0.002800322],"category_scores_gemma":[0.09194597,0.0005693335,0.0003575766,0.0009710607,0.01504762,0.004158398,0.006931138,0.01009075,0.0002119904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01180614,"about_ca_system_score_gemma":0.04333023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1162105,"about_ca_topic_score_gemma":0.1079834,"domain_scores_codex":[0.9424983,0.04306011,0.001510568,0.001477037,0.006684766,0.004769179],"domain_scores_gemma":[0.8806909,0.0857385,0.006892622,0.001654053,0.01473438,0.01028961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001221056,0.0001726081,0.03445,0.0006658874,0.00004712763,0.003184129,0.793325,0.0002396326,0.001200009,0.05145183,0.03693873,0.07820306],"study_design_scores_gemma":[0.00006505661,0.0001825268,0.01363645,0.003215983,0.00005270229,0.001742669,0.8251132,0.000526814,0.0007689169,0.01205869,0.142525,0.0001118885],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1503671,0.009181643,0.002097868,0.8075514,0.0007737118,0.00008127401,0.0000548212,0.00001961186,0.02987265],"genre_scores_gemma":[0.9174597,0.005258829,0.001536808,0.07396355,0.000320995,0.00005541446,0.00002050579,0.00002035949,0.001363865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1162105,"threshold_uncertainty_score":0.2310682,"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."}}