{"id":"W2113427448","doi":"10.1136/eb-2013-101482","title":"Amniotomy has no effect on shortening of spontaneous labour","year":2013,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Randomized controlled trial; Cochrane Library; Caesarean delivery; Caesarean section; Gynecology; Surgery; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00968314,0.0009560502,0.004867799,0.002357434,0.0006203732,0.002366177,0.002378642,0.006163081,0.02797211],"category_scores_gemma":[0.09377249,0.0006185489,0.007134188,0.00173813,0.001535777,0.002765112,0.001022776,0.004905136,0.003325213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003141414,"about_ca_system_score_gemma":0.004267829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008339957,"about_ca_topic_score_gemma":0.01183563,"domain_scores_codex":[0.9910117,0.003314156,0.002084082,0.0008285642,0.002533543,0.0002279271],"domain_scores_gemma":[0.9310938,0.0498004,0.01003307,0.0008359373,0.007279006,0.0009578097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.02168643,0.0001163563,0.00104265,0.4509751,0.01384992,0.0009902865,0.0004106109,0.0002611518,0.0008074971,0.005243234,0.3065793,0.1980375],"study_design_scores_gemma":[0.01953582,0.004387312,0.01019727,0.4131163,0.05662917,0.001834111,0.0008800406,0.0003132042,0.001856865,0.009491869,0.4814357,0.0003223395],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001649832,0.9037092,0.0002302015,0.05655917,0.0279153,0.0001830085,0.001187871,0.00004558597,0.008519741],"genre_scores_gemma":[0.05760514,0.7677413,0.0008889359,0.1266947,0.03764242,0.0003910086,0.000839955,0.0001141623,0.008082442],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02797211,"threshold_uncertainty_score":0.09357601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07282618620338287,"score_gpt":0.3453685452415921,"score_spread":0.2725423590382092,"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."}}