{"id":"W2321564812","doi":"10.1007/s00261-016-0718-7","title":"Essure microinsert imaging: does abnormal shape on ultrasound predict complications on HSG?","year":2016,"lang":"en","type":"article","venue":"Abdominal Radiology","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Regina Qu'Appelle Health Region; Regina General Hospital; University of Regina; University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Medicine; Essure; Ultrasound; Gold standard (test); Radiology; Sonographer; Predictive value; Grading (engineering); Transabdominal ultrasound; Population; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000743025,0.000184138,0.0003084006,0.00008854728,0.0001460115,0.000008417819,0.0001192485,0.0001056884,0.002348857],"category_scores_gemma":[0.0002286812,0.00009116357,0.0001080687,0.00006619274,0.000259986,0.00004286575,0.00001883705,0.00014346,0.0007980271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015478,"about_ca_system_score_gemma":0.0000445165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002919911,"about_ca_topic_score_gemma":0.00001078996,"domain_scores_codex":[0.9989045,0.00007858541,0.0002179198,0.0003938235,0.0001023303,0.0003028474],"domain_scores_gemma":[0.9980871,0.001260639,0.00007354626,0.0003642151,0.00005986125,0.0001546206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001038063,0.0017297,0.8008966,0.00001432602,0.0004998567,0.0005458228,0.00009001587,0.000002401995,0.1292395,0.008469719,0.01288998,0.04458398],"study_design_scores_gemma":[0.002759251,0.001227175,0.9795612,0.0000588534,0.0001426215,0.0002937901,0.00003252883,0.00002380868,0.00274368,0.001857991,0.01116739,0.0001317563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827302,0.00007387745,0.0001401274,0.007024975,0.000193879,0.0003095521,0.0002383679,0.00007673733,0.009212296],"genre_scores_gemma":[0.9956269,0.00003521364,0.0004334146,0.002578727,0.0001136296,0.00008148638,0.0001624853,0.00001508017,0.0009531078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1786645,"threshold_uncertainty_score":0.99998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229861357730517,"score_gpt":0.2698979862023438,"score_spread":0.2575993726250387,"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."}}