{"id":"W2467113307","doi":"10.1016/j.ajog.2016.06.034","title":"Do serial measurements of cervical length improve the prediction of preterm birth in asymptomatic women with twin gestations?","year":2016,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Medicine; Gestation; Obstetrics; Asymptomatic; Pregnancy; Surgery","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":[0.002331916,0.000960449,0.001515634,0.0007003429,0.0004872669,0.0008172631,0.0008778212,0.001827831,0.0007862711],"category_scores_gemma":[0.01672135,0.0004196149,0.000739769,0.0007017663,0.0004009865,0.001212776,0.0003713295,0.001412772,0.000260831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000294071,"about_ca_system_score_gemma":0.0006455831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005089303,"about_ca_topic_score_gemma":0.007498033,"domain_scores_codex":[0.9993004,0.0002844521,0.00007777274,0.0001205451,0.0001388483,0.00007791528],"domain_scores_gemma":[0.9942451,0.003033698,0.00104634,0.00038272,0.0005571683,0.0007349201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008692239,0.0001208387,0.990546,0.00002679386,0.00008598751,0.0001441807,0.00004057321,0.0001362371,0.0002047005,0.00001854434,0.0002408295,0.007566035],"study_design_scores_gemma":[0.0001263633,0.001652978,0.9903982,0.00007791165,0.0004384265,0.0007958629,0.0002688766,0.0050577,0.0004251801,0.0002367676,0.0004971981,0.00002462001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936897,0.003271566,0.0003617897,0.0009459376,0.0002118557,0.00001373289,0.0002496996,0.00002446295,0.001231341],"genre_scores_gemma":[0.9979772,0.0009413288,0.0003852697,0.000135439,0.0001530252,0.000005579795,0.000231583,0.00000399203,0.000166711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005089303,"threshold_uncertainty_score":0.0123325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135551647130654,"score_gpt":0.2385459699530881,"score_spread":0.2249908052400227,"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."}}