{"id":"W2106736887","doi":"10.1038/jp.2011.133","title":"Diagnostic accuracy of rapid phIGFBP-I assay for predicting preterm labor in symptomatic patients","year":2011,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Fetal fibronectin; Obstetrics; Preterm delivery; Gestational age; Predictive value; Preterm labor; Predictive value of tests; Diagnostic test; Gynecology; Pregnancy; Gestation; Internal medicine; Pediatrics","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":[0.001273627,0.0005387407,0.0006556751,0.0009544279,0.0003336806,0.000869203,0.0006003604,0.001110668,0.0009245233],"category_scores_gemma":[0.01082907,0.0003759234,0.000377945,0.0004096444,0.0005606597,0.0005808732,0.0003465809,0.0007940079,0.0003135148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003300319,"about_ca_system_score_gemma":0.0004652709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112081,"about_ca_topic_score_gemma":0.0009227968,"domain_scores_codex":[0.9993286,0.000208492,0.00008806435,0.0001015364,0.0001543421,0.0001189331],"domain_scores_gemma":[0.9952391,0.003297055,0.0004341647,0.0001830291,0.0003792483,0.000467361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001095699,0.00007293028,0.9898808,0.00003519106,0.00002512409,0.000606662,0.0001273969,0.0001417701,0.002075581,0.00004467379,0.0001696756,0.005724555],"study_design_scores_gemma":[0.000125546,0.001465932,0.9771376,0.00008978962,0.0001921178,0.007203544,0.0006153992,0.008946286,0.003507887,0.0002487678,0.0004404381,0.00002669374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974111,0.001112043,0.0003093669,0.0001808698,0.00004065274,0.000009781056,0.0000653026,0.00001877289,0.0008521066],"genre_scores_gemma":[0.9994267,0.0001212189,0.0002718345,0.0000493894,0.00002672336,0.000003746425,0.00005302233,0.000001844841,0.0000455026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001273627,"threshold_uncertainty_score":0.006735682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821043829929494,"score_gpt":0.2714693165959099,"score_spread":0.253258878296615,"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."}}