{"id":"W4393191432","doi":"10.1016/j.clp.2024.02.006","title":"Preventing Preterm Birth","year":2024,"lang":"en","type":"article","venue":"Clinics in Perinatology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Alberta; Université de Sherbrooke; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Medicine; Inflammation; Tocolytic agent; Pathogenesis; Chemokine; Immunology; Intensive care medicine; Preterm labor; Pregnancy; Gestation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001084306,0.0004462422,0.0003751533,0.001052535,0.001070883,0.0009275348,0.0008398063,0.001604724,0.02437731],"category_scores_gemma":[0.008439519,0.0002208069,0.0006144072,0.0004723535,0.0002635789,0.0005038982,0.001266276,0.002644727,0.003837705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149631,"about_ca_system_score_gemma":0.005275127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007181419,"about_ca_topic_score_gemma":0.01170176,"domain_scores_codex":[0.9990273,0.0003021286,0.00004789016,0.00009250837,0.0003577217,0.0001724808],"domain_scores_gemma":[0.9973545,0.0004159638,0.0003491772,0.000128735,0.0006186643,0.001133035],"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":[0.0001996734,0.001304722,0.02130287,0.0006978731,0.00008644988,0.0004390727,0.0003215075,0.0001609509,0.001217573,0.007968612,0.2921813,0.6741194],"study_design_scores_gemma":[0.0004684226,0.001863618,0.1536073,0.006144836,0.0004565457,0.002866702,0.001408204,0.0004200958,0.002457959,0.01163663,0.8186306,0.00003911616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.05255902,0.1348529,0.003911918,0.3632444,0.01948072,0.0005534462,0.001400062,0.0005348028,0.4234628],"genre_scores_gemma":[0.4330842,0.2212474,0.01919769,0.1288019,0.01927488,0.001036439,0.00234918,0.0001358855,0.1748725],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02437731,"threshold_uncertainty_score":0.08155024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318585964059338,"score_gpt":0.3510008140035897,"score_spread":0.3278149543629963,"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."}}