{"id":"W1597610447","doi":"10.1002/jcu.22229","title":"The role of sonographic cervical length in labor induction at term","year":2014,"lang":"en","type":"review","venue":"Journal of Clinical Ultrasound","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Labor induction; Induction of labor; Ultrasound; Term (time); Obstetrics; Gynecology; Radiology; Pregnancy; Internal medicine","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":[0.002167333,0.0007496375,0.00290127,0.00373419,0.0002451941,0.001389811,0.001279588,0.001264956,0.002788446],"category_scores_gemma":[0.01077303,0.0003281666,0.00137933,0.003487277,0.0005593232,0.001211128,0.0005590586,0.001024886,0.0003820773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008982269,"about_ca_system_score_gemma":0.002361283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003247696,"about_ca_topic_score_gemma":0.004588675,"domain_scores_codex":[0.9987097,0.000431045,0.0003776475,0.0001339692,0.0003088561,0.0000388864],"domain_scores_gemma":[0.994889,0.004007999,0.0006608067,0.00004549007,0.0003378584,0.0000588683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004529914,0.00007315548,0.001977952,0.2369518,0.001174128,0.0001996932,0.0001257329,0.0002032936,0.0002987795,0.0006697122,0.004316991,0.7535558],"study_design_scores_gemma":[0.0004556242,0.001431189,0.03476235,0.5904223,0.02146384,0.007398883,0.0009272546,0.0005223665,0.001240218,0.001734214,0.3394973,0.0001444403],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000757466,0.9997763,0.000008932212,0.0000441615,0.00002299331,0.000002063222,0.000004220344,3.37895e-7,0.00006537124],"genre_scores_gemma":[0.001365472,0.9984326,0.00006803712,0.00004612284,0.000049001,0.000005457864,0.000008341844,4.117002e-7,0.00002453418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00373419,"threshold_uncertainty_score":0.01146209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09646876286765332,"score_gpt":0.4780532202619561,"score_spread":0.3815844573943028,"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."}}