{"id":"W4384283761","doi":"10.1016/j.ajogmf.2023.101094","title":"Term prelabor rupture of membranes: immediate induction is the optimal management","year":2023,"lang":"en","type":"review","venue":"American Journal of Obstetrics & Gynecology MFM","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; McMaster University; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Rupture of membranes; Induction of labor; Expectant management; Medicine; Term (time); Gestation; Randomized controlled trial; Obstetrics; Labor induction; Premature rupture of membranes; Pregnancy; Surgery; Internal medicine; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006568619,0.0004549173,0.002714552,0.00117699,0.00009483562,0.00002269705,0.0006793602,0.0003462034,0.0001244087],"category_scores_gemma":[0.001439259,0.0002855417,0.0009686999,0.002496532,0.0005617302,0.00009275185,0.0001639088,0.001518755,0.00005087271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003232995,"about_ca_system_score_gemma":0.0006309125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005917265,"about_ca_topic_score_gemma":6.304763e-7,"domain_scores_codex":[0.99651,0.0003577009,0.001664419,0.0003342732,0.0006499023,0.000483672],"domain_scores_gemma":[0.9925697,0.002761096,0.003414558,0.0005820707,0.0004153129,0.0002572619],"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":[0.00004138059,0.0001081579,0.0001595634,0.005612078,0.00209688,0.0008306344,0.0003873398,0.000002409416,9.979478e-7,0.00002432318,0.001677766,0.9890585],"study_design_scores_gemma":[0.00118094,0.002455648,0.001587948,0.004930689,0.006750509,0.001628377,0.001270169,0.000002523767,0.00000656958,0.00002454441,0.979842,0.0003200912],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004448667,0.989835,0.00002524301,0.0004537568,0.003946005,0.0008341378,0.00007912707,0.00002616623,0.0003518989],"genre_scores_gemma":[0.001348764,0.9966097,0.0005492021,0.0003173586,0.0004376022,0.00003943993,0.00003533643,0.00008423923,0.0005783655],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9887384,"threshold_uncertainty_score":0.9999596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02945395157316934,"score_gpt":0.3197324816912606,"score_spread":0.2902785301180912,"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."}}