{"id":"W4411529304","doi":"10.1007/s42650-025-00092-w","title":"Births to Mexican Women in the First Two Years of the COVID-19 Pandemic","year":2025,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Demography; Virology; Medicine; Sociology; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009457496,0.00004939221,0.0001094842,0.0001688799,0.0003045142,0.00001150283,0.0002546925,0.00003888273,0.000003331919],"category_scores_gemma":[0.0009721347,0.00003904641,0.00001992076,0.001064049,0.0001487946,0.00002429105,0.00002874974,0.00007602558,8.962496e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001864213,"about_ca_system_score_gemma":0.0004486464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6345088,"about_ca_topic_score_gemma":0.9952478,"domain_scores_codex":[0.9991809,0.00014551,0.0001583802,0.0001133458,0.0001346406,0.0002672036],"domain_scores_gemma":[0.9995506,0.0001553579,0.00003469632,0.0001506843,0.0000283539,0.00008034201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000148873,0.000002966624,0.8714525,0.000005573037,0.000006094114,8.978348e-7,0.1164145,0.0006554411,2.141218e-7,0.01009288,0.0005371108,0.0008303087],"study_design_scores_gemma":[0.0001139215,0.000003798822,0.8681473,0.00001289174,0.000002884904,7.837102e-8,0.0995824,0.00001948539,1.817176e-8,0.008309819,0.02376732,0.00004013192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913681,0.0001927322,0.000003961248,0.004739731,0.000420469,0.000302174,0.00001179918,0.000006230988,0.00295485],"genre_scores_gemma":[0.9945434,0.00009485848,0.000008200145,0.005059399,0.00003050147,0.00003824942,0.000001600099,0.000002542601,0.0002211892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.360739,"threshold_uncertainty_score":0.4874853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06053324597402591,"score_gpt":0.3662941991721823,"score_spread":0.3057609531981563,"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."}}