{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001042142,0.001657862,0.001772123,0.001614565,0.002804147,0.006760401,0.001778495,0.004253914,0.939406],"category_scores_gemma":[0.002251989,0.001000216,0.002104615,0.0007100662,0.0006217068,0.001280729,0.003668197,0.002354986,0.8813124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474168,"about_ca_system_score_gemma":0.0009583877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00297489,"about_ca_topic_score_gemma":0.009419613,"domain_scores_codex":[0.9993617,0.00006476493,0.00001897541,0.0001173393,0.0002149018,0.0002223624],"domain_scores_gemma":[0.9983754,0.0001648086,0.00004725666,0.0001412225,0.0004878188,0.0007833852],"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":[0.0008699422,0.0001660869,0.0002633015,0.000226719,0.00001970444,0.0001976794,0.00007721843,0.00008991867,0.002847211,0.001326945,0.9508109,0.04310444],"study_design_scores_gemma":[0.0001846907,0.0004091514,0.003124397,0.0002163836,0.0000170787,0.0001307725,0.0001088307,0.0002820248,0.00144823,0.0008385984,0.9932024,0.00003743245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002409591,0.0006388528,0.00112753,0.00241307,0.007075362,0.0005042756,0.0043714,0.008334378,0.9731256],"genre_scores_gemma":[0.003711762,0.0001641786,0.0002705684,0.0003622186,0.0007439204,0.00007850924,0.001098765,0.001286626,0.9922834],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06059402,"threshold_uncertainty_score":0.08643001,"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."}}