{"id":"W2791666786","doi":"10.1007/s00404-018-4694-8","title":"The effect of assisted reproductive technology on the incidence of birth defects among livebirths","year":2018,"lang":"en","type":"article","venue":"Archives of Gynecology and Obstetrics","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Incidence (geometry); Hypospadias; Obstetrics; Omphalocele; Assisted reproductive technology; Population; Live birth; Advanced maternal age; Retrospective cohort study; Logistic regression; Pregnancy; Fetus; Surgery; Infertility","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0005677416,0.0001709053,0.0005025654,0.0004292865,0.0002513048,0.000001790062,0.000318721,0.0002380961,0.00000916746],"category_scores_gemma":[0.03110574,0.00009043186,0.000106443,0.0009242397,0.007949804,0.00003156091,0.0002395384,0.0005029893,0.000002714431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000125828,"about_ca_system_score_gemma":0.00006109296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005746419,"about_ca_topic_score_gemma":0.00001363459,"domain_scores_codex":[0.9984889,0.0003018067,0.00039327,0.0004293598,0.0001413816,0.0002453041],"domain_scores_gemma":[0.9841897,0.01411185,0.0005035705,0.0009922967,0.0001693223,0.00003327219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007323046,0.0001592351,0.8745522,0.0001756251,0.0003494543,0.00001984232,0.0005178485,9.797752e-7,0.01004909,0.01588076,0.00004128151,0.09752131],"study_design_scores_gemma":[0.0007240727,0.006403978,0.7242064,0.0001814935,0.000136282,0.00003956471,0.0003177744,0.00001720353,0.2623391,0.005370153,0.0001933867,0.00007063262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902489,0.00407414,0.0000559013,0.0008733039,0.0003068717,0.0006547978,0.000004592475,0.00004248821,0.003738963],"genre_scores_gemma":[0.9988485,0.0005327879,0.0002483734,0.0000220517,0.00002872519,0.00003520712,0.000001060387,0.00001244534,0.0002708448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.25229,"threshold_uncertainty_score":0.99475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007852710729926143,"score_gpt":0.2459273977566935,"score_spread":0.2380746870267674,"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."}}