{"id":"W4406566125","doi":"10.1016/j.ynpm.2016.06.046","title":"10.1016/j.ynpm.2016.06.046","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Analyte; Gestational age; Obstetrics; Medicine; Computer science; Statistics; Pregnancy; Mathematics; Chemistry; Chromatography; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004503038,0.000840764,0.0004202226,0.001012512,0.0007337813,0.001925603,0.000829183,0.002882736,0.8513483],"category_scores_gemma":[0.001126059,0.000310424,0.0004368661,0.000456612,0.0006291314,0.001728522,0.001040951,0.001361747,0.7576046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007954203,"about_ca_system_score_gemma":0.001226676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002715808,"about_ca_topic_score_gemma":0.002803561,"domain_scores_codex":[0.9998125,0.0000203178,0.00001961831,0.00004610526,0.00004653268,0.00005488911],"domain_scores_gemma":[0.9992732,0.00009952917,0.0001015436,0.00003104573,0.0001242756,0.0003705039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000463194,0.0003459468,0.008758294,0.000552703,0.00004256399,0.0009929764,0.0001439561,0.0001926035,0.0007892352,0.004596935,0.2905813,0.6925403],"study_design_scores_gemma":[0.00009677756,0.0001830263,0.01035087,0.001508417,0.00004823105,0.006956942,0.000376815,0.0002862938,0.0005229314,0.005693469,0.9739412,0.00003491219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007677309,0.02374252,0.002059193,0.01346063,0.003626772,0.0001186586,0.003524083,0.001308353,0.9444824],"genre_scores_gemma":[0.0261436,0.009231465,0.002260012,0.003287527,0.001450354,0.0001075705,0.001869706,0.0002973657,0.9553524],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1486517,"threshold_uncertainty_score":0.2120336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004974690890456986,"score_gpt":0.1827053715878264,"score_spread":0.1777306806973694,"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."}}