{"id":"W2333006351","doi":"10.3109/14767058.2013.847917","title":"Short and inflamed cervix predicts spontaneous preterm birth (COLIBRI study)","year":2013,"lang":"en","type":"article","venue":"The Journal of Maternal-Fetal & Neonatal Medicine","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Cervix; Obstetrics; Medicine; Internal medicine; Cancer","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":[0.003035691,0.0007683947,0.000661052,0.001078579,0.000465601,0.0008682171,0.0006939449,0.001131549,0.001092527],"category_scores_gemma":[0.005736729,0.0006121426,0.0005882832,0.0005125058,0.0003485084,0.0005751029,0.001105343,0.0007894615,0.0003768753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002271209,"about_ca_system_score_gemma":0.0006027059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222023,"about_ca_topic_score_gemma":0.001934538,"domain_scores_codex":[0.9992199,0.0003711231,0.00006237697,0.0001669716,0.000113121,0.00006643985],"domain_scores_gemma":[0.9972404,0.0006922493,0.001039195,0.0002497504,0.0002542899,0.0005240206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008138314,0.00006729658,0.9968781,0.00003624826,0.00009087625,0.00006637909,0.00004588891,0.00004380091,0.0007025815,0.00001028827,0.00006289419,0.001181843],"study_design_scores_gemma":[0.0001505568,0.001684747,0.9959456,0.00003627082,0.0001666591,0.0007355683,0.0001336022,0.0005503381,0.0002766082,0.00002860308,0.000282396,0.00000892104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980534,0.0008383241,0.0002804772,0.00008236692,0.00001303259,0.00007288437,0.0003851869,0.000005249837,0.0002689804],"genre_scores_gemma":[0.9978715,0.0002463521,0.0008679021,0.0000851509,0.00004957103,0.00008466312,0.000635555,0.00000290059,0.0001562572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003035691,"threshold_uncertainty_score":0.01605445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017621860963093,"score_gpt":0.2407080350141164,"score_spread":0.2305318164044854,"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."}}