{"id":"W2049901626","doi":"10.1016/j.ajog.2010.10.497","title":"478: Should we repeat the cervical ultrasound assessment to predict preterm birth? (COLIBRI study)","year":2011,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Cervix; Obstetrics; Transvaginal ultrasound; Gestational age; Ultrasound; Prospective cohort study; Gynecology; Predictive value; Gestation; Pregnancy; Surgery; Radiology; 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":[0.0004871092,0.0002050426,0.0006373937,0.000309435,0.000128333,0.00003808414,0.0002903437,0.00007463482,0.0002100574],"category_scores_gemma":[0.002276964,0.0001292746,0.0001414021,0.0006217918,0.000286814,0.00009054948,0.0001097815,0.0005745707,0.000005022977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001214843,"about_ca_system_score_gemma":0.0002083162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003714717,"about_ca_topic_score_gemma":0.000009921765,"domain_scores_codex":[0.9980801,0.0002335894,0.0006321067,0.000255998,0.0004077931,0.0003903582],"domain_scores_gemma":[0.9956751,0.002752922,0.0004366083,0.0003627749,0.0002538605,0.0005187236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002218958,0.0004831869,0.8753005,0.00002106212,0.0003022564,0.0007557083,0.002946971,0.000001503494,0.0001264669,0.00008180618,0.0007242394,0.1190344],"study_design_scores_gemma":[0.001818285,0.01854805,0.9573737,0.00003600756,0.0002764192,0.001110699,0.004624352,0.00002103992,0.00006223055,0.0001442047,0.0158213,0.0001637229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940759,0.0007087804,0.0002195801,0.001351374,0.001089572,0.0004772941,0.00001128352,0.00001728512,0.002048916],"genre_scores_gemma":[0.9953577,0.001268995,0.001381149,0.001655361,0.0001580562,0.00001665043,0.000001109216,0.00002420118,0.0001368005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1188706,"threshold_uncertainty_score":0.5271667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03383727038737762,"score_gpt":0.2935701716501649,"score_spread":0.2597329012627873,"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."}}