{"id":"W4386986198","doi":"10.1016/j.brachy.2023.06.086","title":"PSOR09  Presentation Time: 12:40 PM","year":2023,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Prostate cancer; Internal medicine; Sphingolipid; Biomarker; Urology; Oncology; Gastroenterology; Cancer; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001465882,0.0001193974,0.000142277,0.00005244026,0.00006756064,0.00002616217,0.0001203251,0.0001029619,0.0001668426],"category_scores_gemma":[0.00002699281,0.000112515,0.0001098211,0.000127784,0.00003744947,0.000005061459,0.00003106697,0.00005144583,0.0003162146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005960799,"about_ca_system_score_gemma":0.00004989521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000310528,"about_ca_topic_score_gemma":0.0000238777,"domain_scores_codex":[0.9991806,0.00004940991,0.0001490411,0.0002678916,0.0001288837,0.000224226],"domain_scores_gemma":[0.9995503,0.00001119859,0.00005415318,0.0002849812,0.00003866844,0.00006063501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002711218,0.00002957294,0.000437755,0.0000071566,0.00005196471,1.738983e-7,0.0001034298,0.00006333214,0.5337111,0.00007181167,0.4391065,0.02614608],"study_design_scores_gemma":[0.001502559,0.00009779832,0.009947469,0.000003876581,0.000009977511,0.000005584153,0.00002971205,0.0001257775,0.02393236,0.0001597525,0.9640319,0.0001531734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738157,0.003882298,0.0007024129,0.001166863,0.009631718,0.0006645822,0.00004742451,0.0001875663,0.009901379],"genre_scores_gemma":[0.456607,0.03103171,0.00180537,0.008214959,0.143756,0.0007795521,0.00328742,0.0003640558,0.3541539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5249254,"threshold_uncertainty_score":0.458823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181424701357964,"score_gpt":0.2757793980256673,"score_spread":0.2639651510120877,"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."}}