{"id":"W3212990272","doi":"10.53350/pjmhs211592830","title":"Frequency of Success Rate of Cervical Cerclage in Preventing Preterm Deliveries","year":2021,"lang":"en","type":"article","venue":"","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Medicine; Cervical cerclage; Cervical insufficiency; Obstetrics; Preterm delivery; Cervical dilatation; Pregnancy; Gestation; Cervix","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008584302,0.0001434328,0.0002826478,0.0009079151,0.000292586,0.0003836577,0.0003310782,0.0004737468,0.002092215],"category_scores_gemma":[0.009030144,0.000153135,0.0002505209,0.000497018,0.0003257034,0.0003912148,0.0002385346,0.0003150546,0.0002489366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221817,"about_ca_system_score_gemma":0.000341408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005131155,"about_ca_topic_score_gemma":0.0005418874,"domain_scores_codex":[0.9989279,0.0003181754,0.0001341108,0.0001368848,0.0003199792,0.000162977],"domain_scores_gemma":[0.9958061,0.001640342,0.001796269,0.0001605584,0.0003114466,0.0002851496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002418722,0.0000645199,0.9894416,0.00007635406,0.0000356516,0.001890121,0.0002586503,0.00006819503,0.0004518402,0.00004490807,0.000165638,0.00726059],"study_design_scores_gemma":[0.00001599357,0.000876373,0.972357,0.00008315953,0.00006038785,0.02351976,0.0008475633,0.0003407546,0.0009817188,0.00006016791,0.000842192,0.0000150041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967153,0.001888421,0.0001846857,0.00009592247,0.00001068693,0.00001849022,0.0001109277,0.000006600635,0.0009689905],"genre_scores_gemma":[0.9992282,0.000451588,0.000101198,0.000009676942,0.00001602778,0.000008720538,0.00005264296,0.000001743496,0.0001300609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002092215,"threshold_uncertainty_score":0.006999135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329310482488694,"score_gpt":0.2639882339865665,"score_spread":0.2506951291616795,"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."}}