{"id":"W4302774499","doi":"10.1097/aog.0000000000004956","title":"Periurethral and Anterior Vaginal Wall Masses","year":2022,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Etiology; Malignancy; Surgery; Urinary incontinence; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001134056,0.00009547854,0.0002640489,0.000121755,0.0003254614,0.000007205437,0.00003781129,0.00005320868,0.0002704766],"category_scores_gemma":[0.000554006,0.0000858039,0.00002879159,0.0001621934,0.000167827,0.00002951401,0.000250694,0.0002206798,0.000003693663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004709795,"about_ca_system_score_gemma":0.00004094308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007114014,"about_ca_topic_score_gemma":0.000006005546,"domain_scores_codex":[0.9993281,0.00005147943,0.0001279064,0.0002141086,0.00007881826,0.0001995479],"domain_scores_gemma":[0.9987721,0.0009973041,0.00003938996,0.00008477568,0.00002886203,0.00007750518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002525068,0.0005428356,0.9226116,0.0001264104,0.0002360951,0.002520245,0.001660184,0.000001637463,0.0009190577,0.001902719,0.003480995,0.0657457],"study_design_scores_gemma":[0.001979439,0.005094725,0.4561596,0.000002790596,0.0001228778,0.001121996,0.001205735,0.00007566643,0.00001932652,0.0004162875,0.5336627,0.0001388986],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761875,0.0150243,0.000002949302,0.004331806,0.0006266434,0.000138323,0.000009271346,0.00002141145,0.003657758],"genre_scores_gemma":[0.9931162,0.00105619,0.0003086529,0.001714603,0.00002861576,0.00003611615,0.000005443834,0.000007829118,0.003726372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5301817,"threshold_uncertainty_score":0.3498982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698796979306542,"score_gpt":0.2686617570919964,"score_spread":0.2516737872989309,"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."}}