{"id":"W1587461433","doi":"10.1002/bdra.23287","title":"Pregnancy outcome in women assigned an ICD‐9/ICD‐9‐CM 655.0 code “central nervous system malformation in fetus affecting management of pregnancy”: Can these codes aid in surveillance for central nervous system defects?","year":2014,"lang":"en","type":"article","venue":"Birth Defects Research Part A Clinical and Molecular Teratology","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Health Canada; Public Health Agency of Canada","keywords":"Pregnancy; Neural tube; Medicine; Neural tube defect; Gestation; Obstetrics; Fetus; Pediatrics; Central nervous system; Internal medicine; Biology","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":[0.0005306345,0.0001198723,0.00009024183,0.0005878351,0.0002522146,0.0002899112,0.0002738313,0.0001938662,0.0006767988],"category_scores_gemma":[0.002125272,0.00008555176,0.0001619879,0.0006372019,0.0002120665,0.0001274191,0.0002344483,0.0002780373,0.00007116271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009091505,"about_ca_system_score_gemma":0.0009424014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09662832,"about_ca_topic_score_gemma":0.0919844,"domain_scores_codex":[0.9997318,0.0000597205,0.00002389566,0.00006384689,0.00005384144,0.00006678869],"domain_scores_gemma":[0.9991642,0.0001530099,0.000447565,0.00002651357,0.00008404406,0.0001245421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000263588,0.000004571025,0.9992874,0.000002679968,0.000004435758,0.00002982961,0.00003289983,0.00001310273,0.00003203566,0.000009465776,0.00004396631,0.0005133917],"study_design_scores_gemma":[0.000001750397,0.00002636671,0.9995282,0.000008220798,0.000007229075,0.000113948,0.00009717876,0.00009734174,0.00003625399,0.0000117968,0.00007067856,0.000001022259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985875,0.000188872,0.00003870302,0.00007882754,0.000004189772,0.000006683912,0.0005420287,0.000002060018,0.0005513308],"genre_scores_gemma":[0.9993729,0.00009386608,0.00006773789,0.00002275653,0.000002444384,0.000005335376,0.0003782421,4.769607e-7,0.00005623096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09662832,"threshold_uncertainty_score":0.1921318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05633194019171791,"score_gpt":0.3725610019493955,"score_spread":0.3162290617576776,"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."}}