{"id":"W4416769683","doi":"10.1111/ppe.70087","title":"Assisted Reproduction and Offspring Neurodevelopment—Untangling Confounding by Indication","year":2025,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; McGill University Health Centre","funders":"","keywords":"Confounding; Offspring; Fertility; Infertility; Assisted reproductive technology; Observational study; Epidemiology; Pregnancy; Autism spectrum disorder","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01619009,0.0005835985,0.0007449147,0.001534463,0.001021174,0.001957653,0.00168521,0.001218536,0.001636486],"category_scores_gemma":[0.05558161,0.0004633403,0.001492094,0.001904339,0.001883917,0.001763017,0.003048722,0.0021578,0.0001368973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005846142,"about_ca_system_score_gemma":0.001342452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009050144,"about_ca_topic_score_gemma":0.01549037,"domain_scores_codex":[0.987359,0.007635763,0.0007756948,0.002184188,0.001570149,0.0004752289],"domain_scores_gemma":[0.9614882,0.02462766,0.005973313,0.005590848,0.001521085,0.0007988287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006476971,0.00006099049,0.9467399,0.000487197,0.002886348,0.0003069473,0.001459955,0.0003016608,0.0003520642,0.006242279,0.002955775,0.03755909],"study_design_scores_gemma":[0.00008096155,0.0004829374,0.9662167,0.001032985,0.002585225,0.001051217,0.0007507133,0.002449412,0.0006470455,0.01646392,0.00818466,0.00005433823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8822767,0.0419169,0.03596158,0.02371667,0.001610887,0.0002760275,0.00384033,0.0001085961,0.01029241],"genre_scores_gemma":[0.9804358,0.003289397,0.01152925,0.002345961,0.0008177278,0.0001787579,0.0006805556,0.00005591908,0.0006666959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01619009,"threshold_uncertainty_score":0.08562243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250429837795339,"score_gpt":0.3146099494899351,"score_spread":0.2921056511119817,"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."}}