{"id":"W2582806589","doi":"10.1111/1471-0528.14578","title":"Cervical length screening: will we truly reap economic benefits with a universal screening approach?","year":2017,"lang":"en","type":"letter","venue":"BJOG An International Journal of Obstetrics & Gynaecology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstetrics; Population; Preterm labour; Birth rate; Gynecology; Premature birth; Preterm delivery; Perinatal mortality; Pregnancy; Pediatrics; Fertility; Fetus; Gestation; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01710357,0.0008590103,0.002680165,0.001844465,0.00229839,0.006027763,0.00469089,0.02836987,0.01668236],"category_scores_gemma":[0.0959628,0.0005143502,0.002047835,0.001501771,0.007685251,0.0125783,0.004352895,0.02636244,0.003483543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006676299,"about_ca_system_score_gemma":0.01834165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0139244,"about_ca_topic_score_gemma":0.02107274,"domain_scores_codex":[0.9888406,0.005858381,0.0008650104,0.0008943782,0.002351356,0.001190246],"domain_scores_gemma":[0.9415519,0.045571,0.002356926,0.000704133,0.006269312,0.003546779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002536847,0.000058909,0.0005044887,0.004412996,0.0001903451,0.0003337701,0.0004485385,0.0002138059,0.0001357774,0.0359702,0.7868506,0.170627],"study_design_scores_gemma":[0.0004160575,0.0001842185,0.001622146,0.02897464,0.0002809522,0.0003781926,0.00154694,0.0002670171,0.0001752011,0.05132839,0.9147063,0.0001198697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001572605,0.03510979,0.0001118605,0.9572872,0.006305018,0.000007853642,0.00005591266,0.00000695162,0.0009581388],"genre_scores_gemma":[0.005864323,0.08399045,0.0005069625,0.8852505,0.02282629,0.00007738024,0.00005461989,0.00002496818,0.00140447],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02836987,"threshold_uncertainty_score":0.09045339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03495258267522269,"score_gpt":0.2746569514308951,"score_spread":0.2397043687556724,"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."}}