{"id":"W2345139071","doi":"10.1159/000445860","title":"Diagnostic Impacts of Serum CA-125 Levels, Pap Smear Evaluation, and Endometrial Sampling in Women with Endometrial Clear Cell Carcinoma","year":2016,"lang":"en","type":"article","venue":"Oncology Research and Treatment","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Environment and Climate Change Canada","keywords":"Histology; Histopathology; Endometrial cancer; Malignancy; Medicine; Stage (stratigraphy); Biopsy; Papanicolaou stain; Endometrial biopsy; Carcinoma; Clear cell carcinoma; Gynecology; Cancer; Internal medicine; Pathology; Biology; Cervical cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001619835,0.0002285561,0.0007519523,0.0009943937,0.0001154939,0.0000191474,0.00006871647,0.0001633385,0.0005417687],"category_scores_gemma":[0.002447634,0.0001240276,0.00004546477,0.001173845,0.0003162941,0.00008971411,0.0000842013,0.0001728358,0.00001609351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001999486,"about_ca_system_score_gemma":0.001005504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225191,"about_ca_topic_score_gemma":0.0006157922,"domain_scores_codex":[0.9971552,0.0004837874,0.0003956372,0.000501462,0.0007173485,0.0007466004],"domain_scores_gemma":[0.9924725,0.006300754,0.0001059646,0.0002554532,0.0003305082,0.0005348069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0295403,0.002349647,0.5962979,0.00009144723,0.0003645109,0.0003412202,0.0007422942,9.202266e-7,0.002755025,0.00004053391,0.0000259774,0.3674502],"study_design_scores_gemma":[0.1260535,0.0716208,0.7913647,0.0001471985,0.0002004228,0.00006311113,0.0005343617,0.000004360634,0.008034159,0.0005113407,0.00131116,0.0001548719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926766,0.003278695,0.000003354971,0.0009462555,0.00008236484,0.001854256,0.0001423012,0.000009980695,0.001006259],"genre_scores_gemma":[0.9962586,0.002629366,0.0002221683,0.00002406493,0.0002179952,0.0004366542,0.000009600955,0.00002248187,0.000179085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3672953,"threshold_uncertainty_score":0.5931987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1424151691798645,"score_gpt":0.4189676996282901,"score_spread":0.2765525304484256,"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."}}