{"id":"W2793566573","doi":"10.1097/igc.0000000000001229","title":"Prognostic Significance of Lymphovascular Space Invasion in the Absence of Lymph Node Metastases in Early-Stage Endometrial Cancer","year":2018,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Endometrial cancer; Internal medicine; Lymphadenectomy; Stage (stratigraphy); Oncology; Proportional hazards model; Univariate analysis; Hysterectomy; Lymph node; Lymphovascular invasion; Retrospective cohort study; Survival analysis; Multivariate analysis; Cancer; Radiology; Metastasis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009700949,0.0001641376,0.000632017,0.0004813897,0.00001961024,0.00001479193,0.0004932036,0.00009991223,0.001149556],"category_scores_gemma":[0.002761638,0.00009535663,0.0002462758,0.0009350796,0.0002781462,0.0001369043,0.00007004297,0.0002158852,0.000003120585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005410662,"about_ca_system_score_gemma":0.0004860413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002655203,"about_ca_topic_score_gemma":0.0005699068,"domain_scores_codex":[0.9972792,0.0002264705,0.0009111482,0.0002116262,0.001145212,0.0002262981],"domain_scores_gemma":[0.996801,0.001468297,0.0006983615,0.0001489357,0.0008006092,0.00008279879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004148342,0.001057744,0.976239,0.00005852746,0.0003860896,0.0003481802,0.0003395088,0.0003786329,0.0056321,0.0002389813,0.00004889369,0.01112395],"study_design_scores_gemma":[0.0101057,0.001224458,0.9675564,0.0004724478,0.000123783,0.00003121116,0.0001791027,0.00004110511,0.01904427,0.0003137403,0.0008028965,0.0001048419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946675,0.002446262,0.00009492204,0.001142941,0.0008252701,0.0003885491,0.00008008279,0.000003528924,0.0003509869],"genre_scores_gemma":[0.9966761,0.001851665,0.0004684241,0.0004087611,0.0004786275,0.00006321311,0.000003118838,0.000009328646,0.00004079179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01341217,"threshold_uncertainty_score":0.9997635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04717568821761944,"score_gpt":0.3425118700624941,"score_spread":0.2953361818448746,"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."}}