{"id":"W2807625355","doi":"10.1016/j.jogc.2018.03.062","title":"Physical Exam-Indicated Cervical Cerclage Versus Expectant Management for Twin Pregnancies","year":2018,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Cervical cerclage; Cervical dilation; Obstetrics; Expectant management; Gynecology; Pregnancy; Gestation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007271986,0.0001776772,0.0006902658,0.0002668361,0.0003517201,0.0004393686,0.0003774707,0.0005745005,0.003585631],"category_scores_gemma":[0.008216522,0.0001479908,0.0007079186,0.0002386864,0.0003211743,0.000318622,0.0003069183,0.0008730316,0.0001758374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008081432,"about_ca_system_score_gemma":0.001851334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005035799,"about_ca_topic_score_gemma":0.01277064,"domain_scores_codex":[0.9997191,0.0001170784,0.00003409114,0.00003764588,0.00004170382,0.00005032399],"domain_scores_gemma":[0.9978955,0.001122325,0.000291088,0.00005056315,0.00005134922,0.0005890686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2499156,0.00559787,0.2082942,0.002118496,0.002226276,0.002312106,0.0006290017,0.003071015,0.003302727,0.00103456,0.005047054,0.5164511],"study_design_scores_gemma":[0.02794114,0.09982211,0.8339815,0.002819848,0.006283094,0.006395583,0.001865279,0.006886363,0.001721032,0.002110098,0.01006668,0.0001073176],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771838,0.0155713,0.0002338876,0.002256349,0.0004942845,0.00005926579,0.00009931553,0.0000103407,0.004091571],"genre_scores_gemma":[0.9941293,0.004524702,0.0003181492,0.000338311,0.0001960745,0.00002282551,0.00008309571,0.00000397132,0.0003835464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005035799,"threshold_uncertainty_score":0.01199514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01555958735005969,"score_gpt":0.2513085732369646,"score_spread":0.2357489858869049,"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."}}