{"id":"W4402095209","doi":"10.1002/bdr2.2397","title":"Climate Change and Congenital Anomalies: A Population‐Based Study of the Effect of Prolonged Extreme Heat Exposure on the Risk of Neural Tube Defects in France","year":2024,"lang":"en","type":"article","venue":"Birth Defects Research","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"","keywords":"Confidence interval; Poisson regression; Medicine; Relative risk; Pregnancy; Population; Demography; Cohort study; Extreme heat; Climate change; Internal medicine; Biology; Environmental health; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.002419524,0.0001527109,0.0002852879,0.000170309,0.0001728672,0.00002525111,0.0002507252,0.00006946662,0.0001030792],"category_scores_gemma":[0.000573257,0.00008207497,0.00006413715,0.001189249,0.0002067637,0.0001046926,0.0002514475,0.0003964366,0.000009217457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000664836,"about_ca_system_score_gemma":0.00001356049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0022667,"about_ca_topic_score_gemma":0.003629158,"domain_scores_codex":[0.9966903,0.001437163,0.0003018419,0.0003154534,0.0007914533,0.0004637633],"domain_scores_gemma":[0.997675,0.001720223,0.00007130643,0.0004276595,0.00002468429,0.00008109961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002486942,0.0001396636,0.9919689,0.0006083159,0.00000797281,0.000009401974,0.002851999,0.0001288976,0.002250364,0.00000733552,0.00001867797,0.001759753],"study_design_scores_gemma":[0.0008277927,0.003596602,0.9894722,0.0003456891,0.00001719959,0.000001455316,0.0002921254,0.00293091,0.002419821,0.00002120504,0.000006415098,0.00006864694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954969,0.001169101,1.024436e-7,0.0001951656,0.00006720662,0.002862029,0.00007061119,0.0000129401,0.0001258884],"genre_scores_gemma":[0.9995601,0.0001201828,0.000001763756,0.0000322592,0.00002639231,0.0002266092,0.000002172774,0.00001964319,0.00001085245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004063169,"threshold_uncertainty_score":0.3426588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102798887944618,"score_gpt":0.3534334597274701,"score_spread":0.2431535709330083,"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."}}