{"id":"W2564722622","doi":"10.12927/whp.2016.24899","title":"What Is the Economic Cost of Unplanned Pregnancy Following Hysteroscopic Sterilization in the US? A New National Estimate Based on Essure<sup>®</sup> Procedure Prevalence, Failure Rates and Workforce Productivity","year":2016,"lang":"en","type":"article","venue":"World health & population","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Essure; Sterilization (economics); Medicine; Obstetrics; Pregnancy; Hysteroscopy; Gynecology; Environmental health; Population; Family planning; Research methodology; Economics; Currency; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009665595,0.0005398721,0.0002831009,0.003032205,0.0001706722,0.0009214929,0.0005368466,0.0005419842,0.00173216],"category_scores_gemma":[0.004367138,0.0002344483,0.001371696,0.002365747,0.0003392164,0.001087146,0.0007776149,0.000799124,0.000220684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003255041,"about_ca_system_score_gemma":0.001446841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05258411,"about_ca_topic_score_gemma":0.03960829,"domain_scores_codex":[0.9994414,0.0001358541,0.00006861131,0.00005226347,0.0002396952,0.0000621097],"domain_scores_gemma":[0.9980578,0.0004151439,0.0007288932,0.00004619663,0.0006061327,0.0001458584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006535522,0.0001538951,0.8636926,0.00087635,0.001215776,0.0005470957,0.0002210036,0.01915764,0.0004557283,0.004500357,0.02063353,0.08789258],"study_design_scores_gemma":[0.00005004873,0.0002732608,0.947025,0.001026059,0.0008596079,0.001445028,0.0007787358,0.0177352,0.0005008127,0.002540888,0.02770168,0.00006371755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8605031,0.0677094,0.00681125,0.01207427,0.0005968693,0.0001610241,0.03366311,0.00008886271,0.01839194],"genre_scores_gemma":[0.9634693,0.02137176,0.001991742,0.000816113,0.0002830764,0.00009027335,0.0108142,0.00001647622,0.001147015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05258411,"threshold_uncertainty_score":0.1045561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102663929549914,"score_gpt":0.3373484343968576,"score_spread":0.3063217951013585,"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."}}