{"id":"W2972731916","doi":"10.1097/01.ogx.0000579876.51300.9b","title":"Vaginal Progesterone, Oral Progesterone, 17-OHPC, Cerclage, and Pessary for Preventing Preterm Birth in At-Risk Singleton Pregnancies: An Updated Systematic Review and Network Meta-analysis","year":2019,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pessary; Medicine; Obstetrics; Cervical cerclage; Meta-analysis; Singleton; Gestation; Gynecology; Premature birth; Pregnancy; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002651945,0.000563501,0.004016218,0.0002329245,0.0001873235,0.0001369049,0.000270717,0.0003911406,0.0005498949],"category_scores_gemma":[0.003172016,0.0003788998,0.0005230141,0.001423101,0.000143867,0.0003071899,0.0002861479,0.0005057427,0.0000168627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836065,"about_ca_system_score_gemma":0.00006531591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005606345,"about_ca_topic_score_gemma":0.0003654493,"domain_scores_codex":[0.9938046,0.002201199,0.00136549,0.001206306,0.0004829139,0.0009394864],"domain_scores_gemma":[0.994847,0.003022702,0.000656298,0.0006982108,0.0002341286,0.0005416867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002768684,0.0004756431,0.9532984,0.03613406,0.008902087,0.00006716645,0.00007576707,0.00001582216,0.00001606978,0.00001526026,0.0002273505,0.00049543],"study_design_scores_gemma":[0.002373937,0.002792818,0.9223887,0.001886309,0.06810967,0.00007616199,0.00002427445,0.001269328,0.000009124818,0.00007347832,0.000327867,0.000668337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8946215,0.096223,0.0001017559,0.0001530426,0.00009620743,0.008341668,0.0002360531,0.0001265563,0.0001002338],"genre_scores_gemma":[0.9923341,0.001650178,0.001693989,0.0007703518,0.00002658383,0.0008621804,0.000780188,0.0000472695,0.001835104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09771267,"threshold_uncertainty_score":0.9998663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06183816515712557,"score_gpt":0.3069704835254233,"score_spread":0.2451323183682978,"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."}}