{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00144131,0.0009739237,0.001163143,0.001277999,0.0005363337,0.001166963,0.0008197895,0.00232677,0.001041889],"category_scores_gemma":[0.01218707,0.000718963,0.0006628367,0.0008626583,0.0006697225,0.00122098,0.0006087141,0.001461013,0.0004769623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004389928,"about_ca_system_score_gemma":0.000886262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00441655,"about_ca_topic_score_gemma":0.006959207,"domain_scores_codex":[0.9989041,0.0003825306,0.0001445283,0.0001370657,0.0002626736,0.0001690299],"domain_scores_gemma":[0.9949133,0.003001804,0.0005993934,0.0001658865,0.0003687143,0.0009508347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007670154,0.00007018816,0.9959134,0.00001460635,0.00002775226,0.0004663529,0.00006326451,0.00009427589,0.0004363676,0.00001150237,0.00007868838,0.002056526],"study_design_scores_gemma":[0.0000640997,0.001427586,0.990357,0.00003681382,0.0001750457,0.003192446,0.0004280849,0.003505738,0.0004285992,0.0001434401,0.000209857,0.00003122275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979581,0.0005831718,0.0001552356,0.0001902948,0.00003842183,0.000009508039,0.00006116302,0.00001027021,0.000993854],"genre_scores_gemma":[0.999081,0.0001887629,0.0002772891,0.00005494041,0.00005180756,0.000006850652,0.0001195321,0.000003354981,0.000216349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00441655,"threshold_uncertainty_score":0.008781672,"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."}}