{"id":"W4415590954","doi":"10.17816/humeco688477","title":"Morbidity characteristics of pregnant women in Eastern Siberia: a retrospective epidemiological study","year":2025,"lang":"","type":"article","venue":"Ekologiya Cheloveka (Human Ecology)","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Russian federation; Epidemiology; Pregnancy; Medical care; Population; Retrospective cohort study; Third trimester; Quarter (Canadian coin); Statistical analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008425739,0.001133324,0.004735366,0.001242429,0.0002783032,0.00003927482,0.0008905369,0.001407597,0.001880659],"category_scores_gemma":[0.02743585,0.001018116,0.0004276466,0.001724306,0.001494158,0.0002401724,0.001229947,0.002487152,0.0001499382],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006025478,"about_ca_system_score_gemma":0.001289904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004854544,"about_ca_topic_score_gemma":0.0004641293,"domain_scores_codex":[0.9883946,0.002530954,0.003536447,0.002630829,0.0005390508,0.002368131],"domain_scores_gemma":[0.9932553,0.001534735,0.001851834,0.002306448,0.0005981735,0.0004535297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001843923,0.01136612,0.970652,0.0006690311,0.0009777916,0.0004639766,0.00562332,0.00001983619,0.004867214,0.0004597927,0.0004752452,0.002581772],"study_design_scores_gemma":[0.006928422,0.01051603,0.9727526,0.0005671076,0.0005013151,0.00002194417,0.003558869,0.0001989556,0.0004126774,0.00362323,0.0002969191,0.0006219067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858358,0.0004124773,0.00005608099,0.003018802,0.002868482,0.005408135,0.00007918847,0.000170454,0.002150596],"genre_scores_gemma":[0.9919624,0.0003452475,0.00007154143,0.001277372,0.0005729581,0.0005550322,0.00003775463,0.00006196881,0.005115666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01901011,"threshold_uncertainty_score":0.9998888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314096595512924,"score_gpt":0.3619213512592977,"score_spread":0.3187803853041685,"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."}}