{"id":"W4401316569","doi":"10.32948/ajsep.2024.08.01","title":"Cervicovaginal foetal fibronectin in predicting success of induced labour among nulliparous women: a systematic review","year":2024,"lang":"en","type":"review","venue":"","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fetal fibronectin; Medicine; Predictive value; Obstetrics; Gynecology; Psychological intervention; Inclusion and exclusion criteria; Pregnancy; Internal medicine; Preterm delivery; Gestation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001120159,0.0006761709,0.006301009,0.0005500595,0.00003064421,0.00004939799,0.0003888701,0.0004243442,0.0003793839],"category_scores_gemma":[0.0005429896,0.0004593386,0.0006684877,0.001325988,0.00004890551,0.0001313732,0.0001845517,0.001157007,0.0001157353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004445931,"about_ca_system_score_gemma":0.0006322585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002625987,"about_ca_topic_score_gemma":0.00005740417,"domain_scores_codex":[0.9953299,0.0003969728,0.002400102,0.0006546712,0.0006098833,0.0006084264],"domain_scores_gemma":[0.99782,0.0002211994,0.0007677423,0.000791631,0.0001171359,0.0002823217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000006094255,0.00004869617,0.0003611515,0.9843586,0.0004235509,0.0002570304,0.0001469103,1.102796e-8,2.391055e-7,0.00004171781,0.00008297781,0.01427301],"study_design_scores_gemma":[0.0003496844,0.0002693122,0.00006672165,0.9868802,0.004995856,0.0007653048,0.0001018747,0.000007107143,0.000001413676,0.00001385663,0.006177513,0.000371162],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002689027,0.9899572,0.000002061459,0.00003301281,0.0003448687,0.004749086,0.00006558083,0.0001469079,0.00201232],"genre_scores_gemma":[0.008527828,0.9882914,0.00002808861,0.0001208502,0.0001837356,0.001370532,0.00008036919,0.0001038688,0.001293331],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01390185,"threshold_uncertainty_score":0.9997858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601932551530343,"score_gpt":0.3357500672952821,"score_spread":0.3097307417799786,"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."}}