{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008131398,0.0003611006,0.0008025761,0.0002425806,0.0001227248,0.00004652187,0.0004339002,0.0001044045,0.0008053353],"category_scores_gemma":[0.0002340002,0.0001972401,0.0001090096,0.0001783773,0.0003997422,0.0004594051,0.0001795177,0.0006815258,0.00003597176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000697908,"about_ca_system_score_gemma":0.00007898375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002425218,"about_ca_topic_score_gemma":0.00002465899,"domain_scores_codex":[0.9970232,0.0001924533,0.00100653,0.0002162465,0.001109137,0.0004524159],"domain_scores_gemma":[0.9979863,0.0002466061,0.0003922465,0.0004377169,0.0003136834,0.0006234035],"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":[0.01388189,0.0006324407,0.3802929,0.001255365,0.002373856,0.02762911,0.01419837,0.00001923532,0.02920791,0.00004440533,0.005367319,0.5250972],"study_design_scores_gemma":[0.007164748,0.007658559,0.8763613,0.00126067,0.0007558107,0.0995421,0.001410543,0.0002508548,0.001359638,0.0003827601,0.003578618,0.000274362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909924,0.003624862,0.00004072474,0.002992606,0.000708251,0.001052601,0.00001216194,0.00004711553,0.0005292916],"genre_scores_gemma":[0.9954914,0.001318256,0.00007855682,0.0008772313,0.001274657,0.00001419906,0.000004676468,0.00004960811,0.0008913894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5248228,"threshold_uncertainty_score":0.8817857,"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."}}