{"id":"W2037908205","doi":"10.1002/pd.1721","title":"Outcome of chromosomally abnormal pregnancies in Lebanon: obstetricians' roles during and after prenatal diagnosis","year":2007,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Amniocentesis; Medicine; Obstetrics and gynaecology; Obstetrics; Advanced maternal age; Gynecology; Pregnancy; Aneuploidy; Prenatal diagnosis; Family medicine; Population; Triple test; Pediatrics; Fetus; Chromosome; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003840276,0.0004516989,0.0007866747,0.0006067459,0.00008382711,0.00004803672,0.0002553147,0.0003058401,0.0001436591],"category_scores_gemma":[0.002068332,0.0004197546,0.00020691,0.0006835193,0.0002792038,0.0005041541,0.0004337417,0.0004616357,0.00001914097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333179,"about_ca_system_score_gemma":0.00005097694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004210594,"about_ca_topic_score_gemma":0.00107448,"domain_scores_codex":[0.9968091,0.00005439536,0.001021836,0.0006421343,0.000643377,0.0008291363],"domain_scores_gemma":[0.9972205,0.001536133,0.0002191262,0.000503806,0.0001296182,0.0003907799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004951085,0.0006070048,0.9827445,0.001235778,0.00008069584,0.001277801,0.0006348732,0.00002679871,0.00009341096,0.00007388886,0.00004350243,0.01268666],"study_design_scores_gemma":[0.00254784,0.0003889279,0.8913965,0.002825352,0.0001415169,0.000133004,0.0001691769,0.00004230247,0.1017819,0.00002802951,0.0001494755,0.0003959645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822533,0.01504185,0.00004427021,0.0001854735,0.0002471522,0.0007356351,0.0002289327,0.000125994,0.00113738],"genre_scores_gemma":[0.9961707,0.00167375,0.001172268,0.0001472861,0.0001487988,0.0004535846,0.00005228552,0.00005950632,0.0001217957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016885,"threshold_uncertainty_score":0.9998254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225550603700817,"score_gpt":0.2529238285498672,"score_spread":0.2406683225128591,"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."}}