{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009241342,0.0003477169,0.0004829791,0.001649313,0.000737727,0.0005719129,0.0004171088,0.0004076102,0.0008016828],"category_scores_gemma":[0.001047319,0.0004764734,0.000517089,0.002116012,0.0003236842,0.0004259638,0.0006657255,0.0004461899,0.0002042129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009063593,"about_ca_system_score_gemma":0.0009485079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03034052,"about_ca_topic_score_gemma":0.02509931,"domain_scores_codex":[0.9993894,0.0001536457,0.0001260979,0.0001194541,0.0001196052,0.000091846],"domain_scores_gemma":[0.9994167,0.00006987512,0.0002588092,0.00007964441,0.00008255182,0.00009241814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002516329,0.00002374623,0.998975,0.00001266531,0.00003991464,0.00009549709,0.0001288685,0.00002268279,0.00007117481,0.000007053447,0.00006848628,0.0005297582],"study_design_scores_gemma":[0.000001242804,0.00002743167,0.9993561,0.000008251686,0.00001567696,0.0001492538,0.000264111,0.00005744239,0.00001422911,0.000004575312,0.00009996228,0.000001735508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980509,0.0004268184,0.0000944521,0.00003373859,0.00000650351,0.00002653342,0.001000191,0.00000402879,0.0003568268],"genre_scores_gemma":[0.9977883,0.000476437,0.0001563542,0.00004072691,0.0000089239,0.00005483171,0.001320343,0.000001933798,0.0001521744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03034052,"threshold_uncertainty_score":0.06032783,"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."}}