{"id":"W4387798759","doi":"10.1111/ppe.13012","title":"Type of infertility and prevalence of congenital malformations","year":2023,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Infertility; Medicine; Assisted reproductive technology; Congenital malformations; Confidence interval; Fertility; Obstetrics; Pediatrics; Pregnancy; Male infertility; Gynecology; Population; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008990977,0.0002025012,0.0002511044,0.001397121,0.0002091968,0.0004133689,0.000440406,0.0003259821,0.001978561],"category_scores_gemma":[0.004791848,0.0001830043,0.0005847026,0.0009687893,0.0004112819,0.0002392576,0.0004787012,0.0003387599,0.0001194214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003277536,"about_ca_system_score_gemma":0.0003081124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003767694,"about_ca_topic_score_gemma":0.002843171,"domain_scores_codex":[0.9991583,0.0001723268,0.0001327847,0.0002104557,0.0002153348,0.0001107479],"domain_scores_gemma":[0.9940118,0.001279552,0.003856115,0.0001788919,0.0002386102,0.0004349472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001932202,0.000002854812,0.9991763,0.00001228138,0.00003926946,0.00003271762,0.00002189417,0.00002550071,0.00004292905,0.00001500875,0.00002366805,0.0005881311],"study_design_scores_gemma":[0.000001321462,0.00002095878,0.9990928,0.00001374593,0.00002215063,0.0006407821,0.00004314364,0.0000323102,0.00003279082,0.00001689872,0.00008166613,0.000001447701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966846,0.001609988,0.0001923935,0.00008469437,0.000009940138,0.00001179819,0.0006895254,0.000008101839,0.0007088814],"genre_scores_gemma":[0.999254,0.0003483789,0.0001063078,0.00001028373,0.000008935399,0.000004298936,0.000211844,0.000001453017,0.0000544724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003767694,"threshold_uncertainty_score":0.007491529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06072769896457397,"score_gpt":0.3442743238897193,"score_spread":0.2835466249251454,"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."}}