{"id":"W2137349242","doi":"10.1158/0008-5472.can-14-0108","title":"Emergence, Involution, and Progression to Carcinoma of Mutant Clones in Normal Endometrial Tissues","year":2014,"lang":"en","type":"article","venue":"Cancer Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"National Cancer Institute","keywords":"PTEN; Carcinogenesis; Endometrial cancer; Biology; Carcinoma; Cancer research; Pathology; Oncology; Cancer; Internal medicine; Medicine; Genetics","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":[0.000704957,0.00008222479,0.000252888,0.0004563678,0.00005544317,0.00001027854,0.00006915703,0.00005203733,0.0002669003],"category_scores_gemma":[0.0002458969,0.00006326658,0.00002634468,0.0008345022,0.0001072991,0.00004546237,0.00008903384,0.0001418878,0.000009440538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180566,"about_ca_system_score_gemma":0.0001808952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002310988,"about_ca_topic_score_gemma":0.0005618883,"domain_scores_codex":[0.9986074,0.0001132024,0.0002250894,0.0002666734,0.0004801949,0.0003074451],"domain_scores_gemma":[0.9992511,0.0001160098,0.00003134047,0.0001979186,0.0002207889,0.0001828658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008583454,0.0002499653,0.8922623,0.0002016597,0.00002778544,0.00002647222,0.0007898203,0.000005421228,0.01510375,0.0006226966,0.00222186,0.08762985],"study_design_scores_gemma":[0.004800455,0.002409375,0.8023224,0.0006608781,0.00002661191,0.000007608609,0.0002648425,0.00009972479,0.1744649,0.0001554131,0.0146659,0.0001218655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927959,0.003430028,0.000013023,0.002188245,0.000152088,0.000698046,0.00001168082,0.00000729023,0.0007036355],"genre_scores_gemma":[0.997933,0.000996937,0.0002884101,0.00003072739,0.0002916537,0.0003505805,0.00000450143,0.000011554,0.0000926303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1593611,"threshold_uncertainty_score":0.3493538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07596648738764479,"score_gpt":0.4356516464816572,"score_spread":0.3596851590940124,"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."}}