{"id":"W4416692697","doi":"10.1158/1055-9965.c.8170234","title":"Data from Prospective Cohort of Pre- and Post-Diagnosis Diet with Survival Outcomes: an Alberta Endometrial Cancer Cohort Study","year":2025,"lang":"","type":"article","venue":"","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glycemic load; Endometrial cancer; Prospective cohort study; Proportional hazards model; Cohort study; Glycemic index; Cohort; Obesity; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008041598,0.0003026155,0.0003022305,0.0007671681,0.000982892,0.0006030874,0.0006860868,0.0003457326,0.0017721],"category_scores_gemma":[0.001626887,0.000325704,0.0004276188,0.00232041,0.0002515463,0.0001862788,0.0005992936,0.0004820808,0.000308873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003701959,"about_ca_system_score_gemma":0.003989388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8875327,"about_ca_topic_score_gemma":0.9082625,"domain_scores_codex":[0.9995,0.00006386131,0.00003202744,0.0001027013,0.0001881442,0.0001132581],"domain_scores_gemma":[0.9988164,0.00007343278,0.0002327843,0.0001793812,0.0004287839,0.0002692795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002568428,0.00002615133,0.9955606,0.00001807639,0.00008564181,0.00005612972,0.0001165545,0.00008433787,0.0001757694,0.00003255275,0.001577139,0.002010151],"study_design_scores_gemma":[0.00002202156,0.00001904018,0.9991098,0.00000746309,0.0000355889,0.00002655874,0.00009205054,0.0000925334,0.0000210055,0.00001132139,0.000559298,0.000003248133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9831214,0.0005558029,0.0002134933,0.000145775,0.0000182142,0.00008183595,0.01451802,0.00001672957,0.001328918],"genre_scores_gemma":[0.9866272,0.0003551493,0.0003458468,0.0001443367,0.00001152716,0.00008512332,0.01062901,0.000007777759,0.001793978],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.1124673,"threshold_uncertainty_score":0.2262594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03484014897711483,"score_gpt":0.3545411722639693,"score_spread":0.3197010232868545,"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."}}