{"id":"W2110657082","doi":"10.1093/humrep/17.2.446","title":"Cytogenetic analysis of miscarriages from couples with recurrent miscarriage: a case-control study","year":2002,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":528,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical Research Council","keywords":"Miscarriage; Recurrent miscarriage; Trisomy; Monosomy; Obstetrics; Aneuploidy; Gynecology; Medicine; Live birth; Pregnancy; Biology; Karyotype; Genetics; Chromosome","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":[0.00101967,0.0003857377,0.0004454829,0.002090929,0.0008136557,0.0005090942,0.0004380391,0.0005377975,0.001567225],"category_scores_gemma":[0.003342554,0.0004283642,0.0003713477,0.001127632,0.0004292048,0.0002723462,0.0004197603,0.0003357548,0.0001998703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002691626,"about_ca_system_score_gemma":0.0001869144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003074355,"about_ca_topic_score_gemma":0.002014203,"domain_scores_codex":[0.9991637,0.0002019163,0.00009354727,0.0002637836,0.0001939637,0.00008318458],"domain_scores_gemma":[0.9987357,0.000340718,0.0005058149,0.0001723328,0.0001347264,0.000110667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001845023,0.00006313168,0.9954653,0.00002624139,0.00008585842,0.0008799703,0.000431538,0.00001358473,0.0006966623,0.00002056771,0.00005477735,0.002077819],"study_design_scores_gemma":[0.00001989848,0.0003723491,0.9909925,0.00001144709,0.0001047112,0.007526917,0.000372535,0.00007798606,0.000169633,0.00001961032,0.0003252483,0.000007162367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991735,0.0004713636,0.0001039776,0.000009148058,0.000002675184,0.00001422271,0.00006615939,0.000003344716,0.0001556279],"genre_scores_gemma":[0.999445,0.0002595338,0.00008729433,0.00001113546,0.000008187294,0.00001053331,0.0001237797,0.000001292336,0.00005309692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003074355,"threshold_uncertainty_score":0.006112933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04184493096119225,"score_gpt":0.2878011838953116,"score_spread":0.2459562529341194,"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."}}