{"id":"W4408220615","doi":"10.1530/eo-24-0066","title":"Prospective cohort of pre-diagnosis hormone exposure and post-diagnosis sex hormone levels with survival outcomes: Alberta Endometrial Cancer Cohort Study","year":2025,"lang":"en","type":"article","venue":"Endocrine Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; University of Calgary","funders":"National Cancer Institute; Alberta Heritage Foundation for Medical Research; Alberta Cancer Board","keywords":"Endometrial cancer; Hormone; Cohort; Sex hormone-binding globulin; Medicine; Cancer; Cohort study; Oncology; Gynecology; Internal medicine; Androgen","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005844925,0.0002635155,0.0003150877,0.0005913974,0.0007115066,0.0005052822,0.0005730871,0.0002871225,0.001046825],"category_scores_gemma":[0.001199343,0.0002563951,0.0003648862,0.001476979,0.0002444634,0.0001511612,0.0004281372,0.0004731657,0.0001595149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001839872,"about_ca_system_score_gemma":0.002815356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6690373,"about_ca_topic_score_gemma":0.7336259,"domain_scores_codex":[0.9996678,0.00005039667,0.00001616337,0.00007189769,0.0001099959,0.00008378304],"domain_scores_gemma":[0.9992924,0.00004915066,0.0001611733,0.0001019061,0.0002258105,0.0001695401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001984537,0.00002257304,0.997636,0.00001320212,0.00007853478,0.00008197168,0.00007903232,0.00005167233,0.0002223727,0.00002664723,0.0004081593,0.001181388],"study_design_scores_gemma":[0.00001728403,0.00002824509,0.9992168,0.000009174186,0.00004545505,0.00007455691,0.00007177237,0.00009897203,0.00002410773,0.00001234218,0.0003981421,0.000003096147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939181,0.0007841272,0.0001765235,0.00008630269,0.00001305984,0.00004605194,0.004297592,0.00000909937,0.0006692331],"genre_scores_gemma":[0.9956434,0.0004852824,0.0002668439,0.00006869312,0.000009249167,0.00003110631,0.002719142,0.00000357718,0.0007727033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6690373,"threshold_uncertainty_score":0.6658235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968444235758296,"score_gpt":0.3400764355282325,"score_spread":0.3203919931706496,"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."}}