{"id":"W2804723516","doi":"10.5539/gjhs.v10n6p152","title":"Cytogenetic Findings on 11,451 Cases of Amniocentesis in Hanoi, Vietnam","year":2018,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amniocentesis; Obstetrics; Trisomy; Prenatal diagnosis; Medicine; Obstetrics and gynaecology; Chromosome abnormality; Abnormality; Gynecology; Pregnancy; Chromosome; Karyotype; Fetus; Biology; Genetics; Psychiatry","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":[0.0004237706,0.0002134937,0.0001821629,0.001223628,0.000595924,0.0002891303,0.0002663735,0.0001582691,0.0009940071],"category_scores_gemma":[0.001274015,0.0002850797,0.0001197776,0.0009087845,0.0004107916,0.000221314,0.0003597452,0.0001451504,0.0001264765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005582466,"about_ca_system_score_gemma":0.0005823056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634284,"about_ca_topic_score_gemma":0.01696484,"domain_scores_codex":[0.999619,0.00005493027,0.00006130645,0.00009608639,0.0001017571,0.00006691337],"domain_scores_gemma":[0.9994338,0.0001071714,0.000211544,0.00004827473,0.0001090797,0.00008995524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002405966,0.00001356094,0.9912907,0.00002278955,0.00001067272,0.003803964,0.0009925396,0.00003675937,0.000745885,0.00002854462,0.00008698642,0.00294352],"study_design_scores_gemma":[0.000004306411,0.00009415764,0.9838781,0.00001641701,0.00001456832,0.0122577,0.002171101,0.0000779121,0.0003299587,0.00001845474,0.001131659,0.000005553445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999181,0.0002994084,0.00004011545,0.00001790425,0.000002575959,0.00001211825,0.0001190595,0.000001679418,0.0003261053],"genre_scores_gemma":[0.9988171,0.0005941418,0.00006853183,0.00001596482,0.000005890028,0.00001007845,0.0002387493,0.000001317678,0.0002482896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01634284,"threshold_uncertainty_score":0.03249544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03785881879064486,"score_gpt":0.3637003093660486,"score_spread":0.3258414905754038,"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."}}