{"id":"W2964997607","doi":"10.1002/pd.5496","title":"Analysis of PGT‐M and PGT‐SR outcomes at a Canadian fertility clinic","year":2019,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pregnancy; Medicine; In vitro fertilisation; Pregnancy rate; Embryo transfer; Gynecology; Genetic testing; Obstetrics; Fertility; Genetic counseling; Insemination; Embryo; Retrospective cohort study; Artificial insemination; Reproductive medicine; Internal medicine; Biology; Genetics; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002653362,0.0002127386,0.0007787796,0.0004459661,0.0000646111,0.00001827787,0.0001489955,0.0001689161,0.001538483],"category_scores_gemma":[0.00125387,0.0001801237,0.0003068795,0.0006006735,0.0001091904,0.000100734,0.0001834555,0.0001763609,0.0001879495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001387649,"about_ca_system_score_gemma":0.0001103969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0587629,"about_ca_topic_score_gemma":0.07998719,"domain_scores_codex":[0.9983653,0.00005365883,0.000430354,0.0004502822,0.0003130434,0.0003873618],"domain_scores_gemma":[0.9975002,0.001102648,0.0001198346,0.0006062901,0.00009860779,0.0005724331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009876555,0.0001146907,0.9931852,0.0001247179,0.000943091,0.00003209359,0.0001455816,0.00001076222,0.00001220915,0.00002792977,0.0005976837,0.004707256],"study_design_scores_gemma":[0.0009188788,0.0001967217,0.9941159,0.000124196,0.001761458,0.00000469196,0.00004057489,0.0006000575,0.0009738526,0.0000249156,0.001057561,0.0001812212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914316,0.001121034,0.000005042289,0.0007559241,0.0001464294,0.0004052133,0.0005876564,0.00004763565,0.005499446],"genre_scores_gemma":[0.9975429,0.0002988192,0.0001862048,0.0005877612,0.00001449617,0.00005318449,0.0002637735,0.00001874513,0.001034173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02122429,"threshold_uncertainty_score":0.9993743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124738897799545,"score_gpt":0.2898922252739636,"score_spread":0.2686448362959681,"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."}}