{"id":"W2767708981","doi":"10.1016/j.jogc.2017.08.039","title":"Letter: Modelling in Down Syndrome Screening","year":2017,"lang":"en","type":"letter","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00467808,0.0006305102,0.0009496721,0.0005424243,0.004229302,0.004060163,0.001751237,0.03845365,0.009403097],"category_scores_gemma":[0.0843429,0.0005958507,0.001137306,0.0006191009,0.002888636,0.003613291,0.002050413,0.02802047,0.004024366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006499603,"about_ca_system_score_gemma":0.009913642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04938405,"about_ca_topic_score_gemma":0.06268579,"domain_scores_codex":[0.9947249,0.002360666,0.0005491252,0.0003959401,0.001216837,0.0007524257],"domain_scores_gemma":[0.9725277,0.01790322,0.001237888,0.0006466915,0.004014405,0.003670015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002719058,0.00001299424,0.0008643871,0.00003122958,0.00001199429,0.001694049,0.00021786,0.0002331077,0.00002986793,0.002996807,0.9896993,0.004181301],"study_design_scores_gemma":[0.0001004486,0.00003799444,0.00130798,0.0008468102,0.00005444892,0.004657499,0.001493027,0.002458527,0.0001702327,0.02738755,0.9613984,0.00008707404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002648443,0.000467478,0.00006820589,0.9871832,0.0101018,0.000002430009,0.00003943665,0.000007725655,0.001864838],"genre_scores_gemma":[0.01299181,0.002061568,0.0004314908,0.9303872,0.04285922,0.00003526881,0.00005628646,0.00005335777,0.01112381],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04938405,"threshold_uncertainty_score":0.09819323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398052653486126,"score_gpt":0.2373919916713731,"score_spread":0.2134114651365118,"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."}}