{"id":"W2605013055","doi":"","title":"Combining cervical length measurement and fetal fibronectin testing to predict spontaneous preterm birth in asymptomatic high risk women","year":2010,"lang":"en","type":"article","venue":"Research Portal (King's College London)","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Fetal fibronectin; Medicine; Asymptomatic; Obstetrics; Fetus; Pregnancy; Preterm delivery; Surgery; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003878195,0.0003755841,0.0007022781,0.0007429701,0.0004359954,0.0001447449,0.0003363942,0.0002597268,0.0003798593],"category_scores_gemma":[0.005134069,0.0003541211,0.00008018472,0.001143364,0.0002388184,0.0002094913,0.0003949784,0.002107078,0.00004584334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003905461,"about_ca_system_score_gemma":0.0007367465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00121159,"about_ca_topic_score_gemma":0.002834903,"domain_scores_codex":[0.9941774,0.0003932176,0.0007464697,0.0008325091,0.002263458,0.001586938],"domain_scores_gemma":[0.9966387,0.0008467121,0.0001505782,0.0006549236,0.0005058472,0.001203208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002434941,0.0006627682,0.9133809,0.001237388,0.00025912,0.01577668,0.002801803,0.00001571582,0.02198306,0.0004140917,0.0004199937,0.04061352],"study_design_scores_gemma":[0.008980284,0.005976841,0.9636269,0.001684378,0.0000575319,0.006034999,0.00158296,0.005863878,0.001910004,0.0008906479,0.002603028,0.0007885964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905066,0.0001149223,0.00001014667,0.0003848643,0.0002660454,0.001932809,0.0001285211,0.0001766381,0.006479464],"genre_scores_gemma":[0.9971843,0.00004584149,0.00144278,0.00009882574,0.0003093201,0.0003532227,0.00002328802,0.0000788677,0.0004635892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05024593,"threshold_uncertainty_score":0.9998911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0277108690738411,"score_gpt":0.2868705944048235,"score_spread":0.2591597253309824,"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."}}