{"id":"W4379045372","doi":"10.1016/j.ijrobp.2023.02.046","title":"In Reply to Hsu and Shueng","year":2023,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Medicine; Metformin; Prostate cancer; Androgen deprivation therapy; Randomized controlled trial; Internal medicine; Oncology; Radiation therapy; Cancer; Diabetes mellitus; Endocrinology","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":[0.004492902,0.0009423236,0.001619506,0.000898556,0.005242106,0.004573773,0.002227134,0.05623491,0.005358422],"category_scores_gemma":[0.02438535,0.001037858,0.001205844,0.0009719825,0.003040118,0.003577711,0.002296124,0.05068855,0.005235463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00370892,"about_ca_system_score_gemma":0.005264087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006930462,"about_ca_topic_score_gemma":0.0161106,"domain_scores_codex":[0.9966983,0.0007221152,0.0003831131,0.0004672524,0.001073362,0.0006558144],"domain_scores_gemma":[0.9928583,0.003785776,0.0004842273,0.0002314266,0.00111542,0.001524934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004517921,0.00002435119,0.0004469024,0.0000315889,0.00001426894,0.0007432021,0.0001363499,0.00002821492,0.00006779893,0.001308587,0.9943746,0.002779018],"study_design_scores_gemma":[0.0001174609,0.00007858449,0.002138464,0.0002635912,0.00005947628,0.001196003,0.001279462,0.0004392879,0.0002921746,0.008578963,0.9854534,0.000103188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002619781,0.0007521093,0.00005856543,0.9683187,0.02899765,0.00001098775,0.00003858668,0.0000164069,0.001545036],"genre_scores_gemma":[0.001590578,0.0003289555,0.00008227425,0.9762655,0.01763299,0.00002534973,0.00001836969,0.0000117633,0.004044241],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05623491,"threshold_uncertainty_score":0.02691019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695947913968044,"score_gpt":0.3184157342865355,"score_spread":0.301456255146855,"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."}}