{"id":"W4313854857","doi":"10.1155/2023/8782854","title":"Comparison of Pregnancy Outcomes of History‐Indicated and Ultrasound‐Indicated Cervical Cerclage: A Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Medicine; Cervical cerclage; Miscarriage; Obstetrics; Retrospective cohort study; Cervical insufficiency; Pregnancy; Exact test; Gynecology; Cohort study; Gestational age; Cervix; Surgery; Internal medicine","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":[0.0008877852,0.0001295706,0.0004991863,0.001076229,0.00006186139,0.00001267899,0.0002985716,0.0001175589,0.0007047504],"category_scores_gemma":[0.00130732,0.000109834,0.00008117834,0.000733601,0.0005711424,0.00007112337,0.0001822593,0.0004010731,0.00003591108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004737146,"about_ca_system_score_gemma":0.0002118726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003227078,"about_ca_topic_score_gemma":0.00002423182,"domain_scores_codex":[0.9968212,0.0001880588,0.0005131172,0.0003723298,0.001784556,0.0003207412],"domain_scores_gemma":[0.9982781,0.0003341187,0.0001775554,0.000292434,0.0007143352,0.0002034602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001761229,0.000822652,0.9785329,0.00007105126,0.0005400591,0.0000422776,0.001502745,8.763556e-8,0.01444404,0.000169591,0.003150286,0.0005482407],"study_design_scores_gemma":[0.001925295,0.0008028166,0.9928144,0.0001330342,0.0000405273,0.000008624803,0.0007267196,0.0001280344,0.002668234,0.0001118087,0.0005556475,0.00008482347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948317,0.0002498936,0.000006702071,0.0006414198,0.0004193741,0.0009442971,0.000124074,0.00006953067,0.002713026],"genre_scores_gemma":[0.9977371,0.0001360075,0.00005561125,0.000009860944,0.00005519632,0.00007057787,0.0002565561,0.00001904015,0.001660022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01428159,"threshold_uncertainty_score":0.7716522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0920029064330588,"score_gpt":0.4306730300311632,"score_spread":0.3386701235981044,"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."}}