{"id":"W2014726838","doi":"10.1097/pas.0b013e31827f576a","title":"Poor Interobserver Reproducibility in the Diagnosis of High-grade Endometrial Carcinoma","year":2013,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":412,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Carcinosarcoma; Medicine; Carcinoma; Serous fluid; Serous carcinoma; Clear cell carcinoma; PTEN; Oncology; Internal medicine; Clear cell; Not Otherwise Specified; Pathology; Cancer; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1093364,0.0006793202,0.001175529,0.003725381,0.001609799,0.002570649,0.00241663,0.001544744,0.0007860097],"category_scores_gemma":[0.2114412,0.001132789,0.001179982,0.001828342,0.002335615,0.001478927,0.003050808,0.0007516591,0.0006771239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187289,"about_ca_system_score_gemma":0.0005935659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003731048,"about_ca_topic_score_gemma":0.007825675,"domain_scores_codex":[0.8382792,0.09125539,0.02480595,0.01684821,0.02618775,0.002623496],"domain_scores_gemma":[0.6545048,0.2471862,0.02112879,0.03722334,0.0379255,0.002031449],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001775929,0.00009745835,0.9020718,0.0008380066,0.00189363,0.000922213,0.009081077,0.002625664,0.01284022,0.0005139714,0.001683802,0.06565631],"study_design_scores_gemma":[0.0001034882,0.0004234024,0.9442846,0.0006529384,0.0009428744,0.004068442,0.003847143,0.01921741,0.01680444,0.002594471,0.006862387,0.0001984822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371068,0.008279561,0.04333006,0.0004252123,0.0005523098,0.0003446011,0.0003689813,0.000485749,0.00910674],"genre_scores_gemma":[0.9920562,0.0002516184,0.006567219,0.0001640936,0.00009383573,0.0001123418,0.0002073364,0.0001118214,0.0004355279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8906636,"threshold_uncertainty_score":0.5782332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04393181317654229,"score_gpt":0.3083104080494232,"score_spread":0.264378594872881,"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."}}