{"id":"W4312327267","doi":"10.1136/ijgc-2022-esgo.214","title":"2022-RA-568-ESGO Prognostic Relevance of FIGO grading is Limited to NSMP Endometrial Cancers","year":2022,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Occupational Cancer Research Centre","funders":"","keywords":"Grading (engineering); Endometrial cancer; Medicine; Internal medicine; Hazard ratio; Proportional hazards model; Oncology; Cohort; Prospective cohort study; Gastroenterology; Cancer; Confidence interval; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008449841,0.0004283062,0.0004458432,0.0006953544,0.0003751926,0.001225604,0.000591354,0.0006250312,0.008297196],"category_scores_gemma":[0.003576627,0.0002132898,0.0008126574,0.0008828023,0.0003705097,0.0005683391,0.0007820529,0.0006657198,0.002556939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002957856,"about_ca_system_score_gemma":0.0003886596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002148465,"about_ca_topic_score_gemma":0.005557994,"domain_scores_codex":[0.999531,0.0001054322,0.00004181804,0.00008790413,0.00007593536,0.0001578803],"domain_scores_gemma":[0.9982927,0.0003809055,0.0004077688,0.0002310437,0.0003191911,0.0003684109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004289091,0.00002221703,0.9842128,0.00004868703,0.0001383085,0.0001854577,0.00004048645,0.0001396196,0.002202993,0.00009980284,0.0009368884,0.01154387],"study_design_scores_gemma":[0.00001664454,0.0001028997,0.9923267,0.0000333176,0.0001827089,0.0006494038,0.000148391,0.0008134287,0.0004584648,0.0003518428,0.004906441,0.000009809259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975881,0.002716057,0.001006379,0.0008185371,0.0002445455,0.00004180162,0.00396134,0.00008736434,0.01524301],"genre_scores_gemma":[0.9935479,0.0002494077,0.0003103192,0.000133368,0.0001213486,0.0000159921,0.002494541,0.00002162927,0.003105485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008297196,"threshold_uncertainty_score":0.02775693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0415855608351319,"score_gpt":0.3450949932447533,"score_spread":0.3035094324096215,"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."}}