{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00131618,0.0001322232,0.0001485413,0.0004409214,0.000684484,0.0006888444,0.0002612623,0.0002844225,0.001678396],"category_scores_gemma":[0.008274861,0.0001179646,0.0000850159,0.0003730409,0.0004087883,0.0005054026,0.0006678129,0.0003994156,0.0000984406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001751307,"about_ca_system_score_gemma":0.001329463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02091223,"about_ca_topic_score_gemma":0.02578714,"domain_scores_codex":[0.9989728,0.000591807,0.00005071868,0.00005201258,0.0000965092,0.0002362644],"domain_scores_gemma":[0.9967727,0.0009855473,0.001435001,0.00003432796,0.0002424208,0.0005299231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003646327,0.0001160642,0.9551178,0.00005008218,0.00001773657,0.002185072,0.02465843,0.0001146411,0.0003600261,0.0001390033,0.0006142776,0.01626221],"study_design_scores_gemma":[0.00002263091,0.0003136037,0.9291335,0.00010882,0.00001311262,0.001672138,0.06656962,0.0002483612,0.0002147318,0.00008103921,0.001606419,0.00001614213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983485,0.0005650251,0.00001838396,0.0004595502,0.00000665409,0.000003880227,0.00004581437,0.000001107744,0.0005510977],"genre_scores_gemma":[0.999474,0.0002514458,0.00002668436,0.00006805427,0.000008586255,0.000003842506,0.00003315973,6.903623e-7,0.0001335506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02091223,"threshold_uncertainty_score":0.04158103,"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."}}