{"id":"W4200075526","doi":"10.1530/erc-21-0107","title":"Serum markers, obesity and prostate cancer risk: results from the prostate cancer prevention trial","year":2021,"lang":"en","type":"article","venue":"Endocrine Related Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute; National Institutes of Health","keywords":"Prostate cancer; Finasteride; Obesity; Prostate; Cancer; Testosterone (patch); Odds ratio; PCA3","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002798254,0.0004274847,0.0006192695,0.00005205754,0.0003310851,0.00009063182,0.0001097996,0.0001213617,0.001230326],"category_scores_gemma":[0.0001796224,0.0002970271,0.0002120327,0.0004856331,0.0001424629,0.000195583,0.0001519242,0.0006812788,0.00001723744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006965512,"about_ca_system_score_gemma":0.001080668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01936028,"about_ca_topic_score_gemma":0.006186642,"domain_scores_codex":[0.9968829,0.0002918379,0.0007308667,0.0009797761,0.0004719724,0.0006427012],"domain_scores_gemma":[0.9981116,0.000239695,0.000459051,0.0006245359,0.0003016103,0.0002634921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05247742,0.0009979616,0.6182126,0.0001974185,0.004160517,0.0008352536,0.00312232,0.0004582991,0.0005231803,0.00005690921,0.04351892,0.2754392],"study_design_scores_gemma":[0.1791199,0.001087655,0.6316785,0.002842441,0.003547198,0.00006120183,0.0005620554,0.0003784836,0.01869661,0.001041568,0.1601883,0.0007960759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8904428,0.08066781,0.000001054201,0.02049429,0.00141284,0.002514963,0.003800592,0.0001164536,0.0005491994],"genre_scores_gemma":[0.7110077,0.2700176,0.0000887604,0.0005400039,0.0006227629,0.002133854,0.0004790762,0.000075137,0.01503519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2746431,"threshold_uncertainty_score":0.9999482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350763537950104,"score_gpt":0.2949682247587653,"score_spread":0.2814605893792642,"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."}}