{"id":"W4310691331","doi":"10.1016/j.brachy.2022.09.014","title":"PP02  Presentation Time: 9:10 AM","year":2022,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University of Ottawa","funders":"","keywords":"Medicine; Prostate cancer; Salvage therapy; Brachytherapy; Prostate; Salvage surgery; Medical physics; Radiation therapy; Oncology; Surgery; Internal medicine; Cancer; Chemotherapy","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":[0.001548802,0.002634683,0.002232933,0.002321306,0.005139728,0.0104487,0.002795061,0.009660358,0.9471524],"category_scores_gemma":[0.005305004,0.001380975,0.003182686,0.001373783,0.001217815,0.002473114,0.005402591,0.004801185,0.8890883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001968072,"about_ca_system_score_gemma":0.001779393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004429179,"about_ca_topic_score_gemma":0.00981254,"domain_scores_codex":[0.9986348,0.0001725165,0.00003804186,0.0001934756,0.0003502304,0.0006109534],"domain_scores_gemma":[0.9968875,0.0004026155,0.0000676539,0.0001958902,0.0009092916,0.001537075],"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":[0.001127239,0.0002442882,0.0002301229,0.0002558532,0.00002677836,0.0002705564,0.00009912763,0.0001144523,0.001245453,0.001623582,0.9678687,0.02689401],"study_design_scores_gemma":[0.0002718979,0.0003323072,0.003160203,0.0004547235,0.0000256293,0.0001472305,0.0002406671,0.0003522895,0.0008072921,0.001536465,0.9926233,0.00004792985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002002747,0.0005638656,0.0007008766,0.003573765,0.01873326,0.0006549219,0.003566497,0.00362166,0.9665824],"genre_scores_gemma":[0.003458092,0.000198696,0.0001306781,0.0006810807,0.001446536,0.0001389604,0.0007642439,0.000717776,0.9924638],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05284756,"threshold_uncertainty_score":0.07538062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450905493432825,"score_gpt":0.3392486303345111,"score_spread":0.3147395754001829,"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."}}