{"id":"W7076054510","doi":"","title":"Діагностування та прогнозування розвитку прееклампсії в жінок із ретрохоріальними гематомами","year":2025,"lang":"en","type":"other","venue":"Scientific periodicals of Ukraine","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thrombophilia; Recurrent miscarriage; Univariate analysis; Miscarriage; Pregnancy; Logistic regression; Advanced maternal age","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001041802,0.0007846528,0.001722702,0.001355172,0.0002895266,0.0002357918,0.000942657,0.001012131,0.01430819],"category_scores_gemma":[0.003434307,0.0006787679,0.0006499286,0.001301838,0.002229381,0.00007554661,0.0005803922,0.0008714849,0.0009572862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063818,"about_ca_system_score_gemma":0.001828836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007884688,"about_ca_topic_score_gemma":0.0002077116,"domain_scores_codex":[0.9946149,0.0001254823,0.001068832,0.001534854,0.001651646,0.001004315],"domain_scores_gemma":[0.9957281,0.0003312465,0.0005777481,0.00222472,0.0003721667,0.0007660061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001367203,0.0005419319,0.0005048157,0.001043426,0.0002978085,0.0001745458,0.0001670126,0.000001989356,0.001406506,0.001761357,0.9800903,0.0138736],"study_design_scores_gemma":[0.002131817,0.0002616779,0.0009385259,0.003783115,0.0004683298,0.0000425514,0.00007005837,0.00009385194,0.001563658,0.0002165828,0.9897999,0.0006300003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001311569,0.0151072,0.0008591448,0.002332259,0.003450795,0.001331277,0.002323702,0.0008135996,0.9724705],"genre_scores_gemma":[0.01892587,0.0004620478,0.005032008,0.0007466978,0.0008286718,0.00005803495,0.001672484,0.0003749473,0.9718992],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0176143,"threshold_uncertainty_score":0.9998206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451369499527494,"score_gpt":0.291283538440867,"score_spread":0.2767698434455921,"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."}}