{"id":"W2615203660","doi":"","title":"The first report of a quantitative fetal fibronectin bedside analyser in the prediction of preterm birth in symptomatic women","year":2012,"lang":"en","type":"article","venue":"British Journal of Obstetrics and Gynaecology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Fetal fibronectin; Analyser; Obstetrics; Fetus; Fetal monitoring; Pregnancy; Preterm labor; Chromatography","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":[0.001279064,0.00007822501,0.0003977814,0.0002723415,0.00005797446,0.00001638569,0.0001126387,0.00009031659,0.00003780251],"category_scores_gemma":[0.004866366,0.00005621626,0.00007370515,0.0004775671,0.0001412109,0.0001407942,0.00003019572,0.0003039335,2.043059e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188932,"about_ca_system_score_gemma":0.0001004221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004979643,"about_ca_topic_score_gemma":0.00009099756,"domain_scores_codex":[0.998391,0.0001501757,0.0008689217,0.00008157669,0.0002549224,0.0002533754],"domain_scores_gemma":[0.99698,0.002006702,0.0006523975,0.0001164339,0.000169597,0.00007485176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005452587,0.0002176322,0.9662876,0.000153573,0.00009991613,0.00112954,0.003192916,0.000007200462,0.00003589229,0.00004908822,0.00007310595,0.02869901],"study_design_scores_gemma":[0.001774552,0.0009838672,0.9886942,0.0000921902,0.0000457626,0.005081186,0.00236039,0.0001080868,0.00004082497,0.0001796375,0.0005959425,0.00004338157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907946,0.007781202,0.00002212474,0.0001533601,0.0006235054,0.0001940915,0.00001643561,0.000001817824,0.000412872],"genre_scores_gemma":[0.9981589,0.001575912,0.0001498307,0.00003818055,0.00002976176,0.000009892385,0.000003337278,0.000006585763,0.00002761347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02865563,"threshold_uncertainty_score":0.5825847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530898878634657,"score_gpt":0.2561687312187573,"score_spread":0.2408597424324107,"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."}}