{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005410688,0.0000666823,0.0003076365,0.0001210644,0.00003216467,2.653666e-7,0.00003597485,0.0001380318,0.00003676258],"category_scores_gemma":[0.003301263,0.00005325467,0.00003181442,0.000267071,0.0005068612,0.00004201379,0.00009597735,0.0001326951,0.000005381774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000039684,"about_ca_system_score_gemma":0.00002918407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001419902,"about_ca_topic_score_gemma":4.901544e-7,"domain_scores_codex":[0.9993008,0.00007407556,0.0002940979,0.0001722733,0.00003347804,0.0001252874],"domain_scores_gemma":[0.9990233,0.0005811612,0.0001106495,0.000162573,0.00008079759,0.00004149056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006591003,0.00001575857,0.9880401,0.000807047,0.00003322742,0.0000030728,0.00009609638,7.056157e-7,0.0001593686,0.003190575,0.00006667679,0.007521474],"study_design_scores_gemma":[0.0002675419,0.0002911327,0.9964404,0.00001731793,0.0000654519,0.00008059184,0.00005461447,0.0001463998,0.000166729,0.002256903,0.0001721508,0.00004083345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829443,0.01566071,0.0000786437,0.0005796699,0.00007841083,0.0001354083,0.00003119895,0.00004198479,0.0004497272],"genre_scores_gemma":[0.9956901,0.003479193,0.0005452589,0.00002614198,0.00002347522,0.000007140464,0.000008741798,0.00000340827,0.0002165303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01274586,"threshold_uncertainty_score":0.3952159,"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."}}