{"id":"W2037785985","doi":"10.1016/j.fertnstert.2007.01.050","title":"Essure treatment of hydrosalpinges","year":2007,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph's Hospital; Mount Sinai Hospital","funders":"","keywords":"Essure; Medicine; Laparoscopy; Surgery; Hysteroscopy; Retrospective cohort study; Hydrosalpinx; Population; Pregnancy; Family planning; Infertility; Research methodology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001264269,0.00008061086,0.0002380887,0.00002241946,0.00004941847,0.000003505149,0.00001463071,0.00006250194,0.0001740513],"category_scores_gemma":[0.00003232139,0.00005394528,0.00006032869,0.00005188892,0.0001114879,0.0000267543,0.00001204123,0.00002682705,0.000003794962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003641041,"about_ca_system_score_gemma":0.00001433965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007504738,"about_ca_topic_score_gemma":0.00009778137,"domain_scores_codex":[0.9994454,0.0000193616,0.0001739422,0.000165765,0.00007134129,0.0001242334],"domain_scores_gemma":[0.9995797,0.00007128795,0.00003004355,0.0001842962,0.00003877271,0.00009595441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00421008,0.001844355,0.9431681,0.00009626048,0.00009699108,0.00003287194,0.0002375333,7.157143e-8,0.001656794,0.00002747949,0.000002653597,0.04862681],"study_design_scores_gemma":[0.0009091168,0.001148765,0.9919258,0.000008228302,0.00006548109,0.000002291315,0.00005113623,0.0000103694,0.004772423,0.0004318775,0.0006380609,0.00003645455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962011,0.0003470033,0.00008106965,0.0001073768,0.00003268467,0.0002160953,0.00003097835,0.00002339881,0.002960274],"genre_scores_gemma":[0.9994834,0.00000967175,0.0002190258,0.00003122272,0.000004752252,0.000005286233,0.00002192982,0.000002243237,0.000222441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0487577,"threshold_uncertainty_score":0.2199825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03736029341315387,"score_gpt":0.3166236190082438,"score_spread":0.2792633255950899,"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."}}