{"id":"W2013306152","doi":"10.1155/2012/414086","title":"Interobserver Agreement for Endometrial Cancer Characteristics Evaluated on Biopsy Material","year":2012,"lang":"en","type":"article","venue":"Obstetrics and Gynecology International","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Institute for Clinical Evaluative Sciences","keywords":"Medicine; Endometrial cancer; Concordance; Biopsy; Histology; Clear cell; Lymphadenectomy; Cancer; Radiology; Stage (stratigraphy); Internal medicine; Oncology; Carcinoma","routes":{"ca_aff":true,"ca_fund":true,"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":[],"category_scores_codex":[0.0002152415,0.0001545409,0.0002937602,0.0003211031,0.00006052362,0.00002711854,0.00008454967,0.0001290439,0.002180331],"category_scores_gemma":[0.003622628,0.00012109,0.00009501982,0.0002197586,0.00004260269,0.00006699796,0.00005883662,0.00009578746,0.00003554126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003487622,"about_ca_system_score_gemma":0.0000428104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000234714,"about_ca_topic_score_gemma":0.000002215474,"domain_scores_codex":[0.9988967,0.0000290389,0.0003050558,0.0002190771,0.0002635582,0.0002866304],"domain_scores_gemma":[0.9978155,0.001569174,0.0001314702,0.0001048811,0.0002130072,0.0001659431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006237806,0.003038194,0.6213594,0.000147567,0.00231065,0.00004699039,0.0002758156,0.000003308989,0.004532662,0.009458401,0.003776748,0.3488124],"study_design_scores_gemma":[0.03190742,0.003115104,0.7016252,0.00008780903,0.0006954859,0.00004553333,0.00005778805,0.0003979755,0.005676637,0.0004062561,0.2555347,0.0004501234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977039,0.0003265443,0.00006195441,0.001112086,0.01835997,0.0005791639,0.0005509849,0.00002227126,0.001947986],"genre_scores_gemma":[0.9953445,0.0003519091,0.0002872098,0.0008965123,0.0012325,0.0002152492,0.0004050818,0.00001587969,0.00125119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3483623,"threshold_uncertainty_score":0.9987318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05507117251168438,"score_gpt":0.3454926193323898,"score_spread":0.2904214468207055,"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."}}