{"id":"W4388112230","doi":"10.1101/2023.10.31.23297837","title":"Prognostic impact and causality of age on oncological outcomes in women with endometrial cancer: a multimethod analysis of the randomised PORTEC-1, -2 and -3 trials","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Endometrial cancer; Internal medicine; Incidence (geometry); Cancer; Oncology; Causal inference; Multivariate analysis; Risk factor; Clinical trial; Causality (physics); Gynecology; Pathology","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":[0.05152978,0.001051935,0.004450266,0.0009023473,0.0003879766,0.001537127,0.001314097,0.001532391,0.002700155],"category_scores_gemma":[0.06209072,0.0005834497,0.01219307,0.001245652,0.0007230962,0.001246527,0.001424105,0.001690008,0.0001386728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006553346,"about_ca_system_score_gemma":0.0008594217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006899416,"about_ca_topic_score_gemma":0.0009195896,"domain_scores_codex":[0.9517656,0.04065828,0.003153531,0.002670307,0.001100798,0.0006515143],"domain_scores_gemma":[0.8979445,0.07919717,0.01307484,0.007662344,0.001271234,0.0008499988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4028904,0.0006567339,0.1900942,0.0161596,0.3373298,0.0004961677,0.0003021916,0.007493227,0.001277375,0.001466646,0.002793027,0.03904065],"study_design_scores_gemma":[0.1458929,0.02398009,0.3225413,0.002990487,0.4373289,0.001504173,0.0004809145,0.03626882,0.002642237,0.01654655,0.00949467,0.0003290735],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9153963,0.06770445,0.008995934,0.001128336,0.0004310712,0.001250009,0.003995513,0.00007595207,0.001022517],"genre_scores_gemma":[0.9928307,0.001981877,0.002435818,0.0003515928,0.0001206879,0.0008327853,0.00115323,0.00001777942,0.000275577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05152978,"threshold_uncertainty_score":0.2725188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.125147793892188,"score_gpt":0.4247684717438477,"score_spread":0.2996206778516597,"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."}}