{"id":"W3113056161","doi":"10.5539/jmbr.v10n1p118","title":"Risk of Fetal Loss after Amniocentesis in Twins Comparing with Singleton Pregnancy","year":2020,"lang":"en","type":"article","venue":"Journal of Molecular Biology Research","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ahvaz Jundishapur University of Medical Sciences","keywords":"Amniocentesis; Medicine; Obstetrics; Singleton; Twin Pregnancy; Obstetrics and gynaecology; Gestational age; Fetus; Pregnancy; Gestation; Abortion; Gynecology; Prenatal diagnosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007044103,0.0001207752,0.0005286099,0.0004080344,0.00003641213,0.000003913976,0.0002159219,0.0001999117,0.00002515666],"category_scores_gemma":[0.0009529876,0.00008356271,0.0001240196,0.0006477379,0.0006994972,0.00004658062,0.0001293482,0.001448123,0.000004702726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005901122,"about_ca_system_score_gemma":0.0002061496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001143569,"about_ca_topic_score_gemma":0.000005618875,"domain_scores_codex":[0.9982162,0.0004393055,0.0004419998,0.0002712763,0.0003041615,0.0003270658],"domain_scores_gemma":[0.9987441,0.00008830518,0.0002490223,0.0002650738,0.0005293077,0.0001242271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002189692,0.0003377654,0.9239649,0.0001138139,0.0003429937,0.002289502,0.0002362803,0.00001432233,0.0668285,0.0001434473,0.00001717001,0.003521644],"study_design_scores_gemma":[0.007581993,0.009947237,0.7050027,0.003624392,0.0002863368,0.00145099,0.0005453226,0.0001097429,0.2692432,0.001687026,0.0002708915,0.0002501329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862514,0.00802648,0.00205934,0.002908128,0.00003222173,0.0002423739,0.000002686485,0.0000092962,0.0004681085],"genre_scores_gemma":[0.9972818,0.0002841236,0.002300299,0.00004399477,0.00004853665,0.000006607921,0.000001660306,0.00001644956,0.00001653617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2189621,"threshold_uncertainty_score":0.6291454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04488233700689625,"score_gpt":0.3541882373110101,"score_spread":0.3093059003041138,"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."}}