{"id":"W2083243521","doi":"10.3109/14767058.2014.900038","title":"Cervical length in asymptomatic twin pregnancies: prospective multicenter comparison of predictive indicators","year":2014,"lang":"en","type":"article","venue":"The Journal of Maternal-Fetal & Neonatal Medicine","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Asymptomatic; Medicine; Cutoff; Prospective cohort study; Predictive value; Predictive value of tests; Obstetrics; Receiver operating characteristic; Positive predicative value; Area under the curve; Gynecology; 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":[0.001155266,0.0002680687,0.001007108,0.0004113934,0.00005110373,0.000007845122,0.0004204242,0.0001170355,0.0001717082],"category_scores_gemma":[0.0006234243,0.0001507986,0.0001385336,0.0003314416,0.0005196907,0.00023146,0.0001002105,0.0007665486,0.00001142135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426055,"about_ca_system_score_gemma":0.00008884462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001071512,"about_ca_topic_score_gemma":0.00002201328,"domain_scores_codex":[0.9968294,0.0002890807,0.0013077,0.0001693007,0.001058269,0.0003462862],"domain_scores_gemma":[0.9977354,0.0004776556,0.0009780294,0.0003121875,0.0002248326,0.0002719008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005334566,0.0004283145,0.9464559,0.0007185449,0.000405953,0.0001058063,0.01433363,0.0000574248,0.00268857,0.0001294365,0.0002667874,0.02907507],"study_design_scores_gemma":[0.01010422,0.004943745,0.9590884,0.005414607,0.0004545852,0.0009088277,0.002027125,0.003190896,0.01287007,0.0004730727,0.0003670766,0.0001573458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936209,0.002053084,0.001105893,0.001206576,0.0004871599,0.0005186239,0.0000121983,0.0000190453,0.0009765688],"genre_scores_gemma":[0.9987262,0.0002316351,0.0002208229,0.0002363743,0.0004662338,0.000007561624,0.000004876759,0.00002872941,0.00007755242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02891772,"threshold_uncertainty_score":0.6149388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007985666410250393,"score_gpt":0.2709347427397643,"score_spread":0.2629490763295139,"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."}}