{"id":"W4310655868","doi":"10.1016/j.brachy.2022.09.097","title":"PSOR3  Presentation Time: 11:40 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":"Centre hospitalier universitaire de Québec; Université Laval","funders":"","keywords":"Medicine; Incidence (geometry); Internal medicine; Capra; Prostate cancer; Retrospective cohort study; Proportional hazards model; Metastasis; Oncology; Cancer","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":[0.001462755,0.001996339,0.001744831,0.001659099,0.003881319,0.008198942,0.001775856,0.007450492,0.9368874],"category_scores_gemma":[0.004306371,0.00104174,0.002586403,0.0008886229,0.0008805157,0.001968776,0.005559086,0.003465098,0.8783501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532675,"about_ca_system_score_gemma":0.001549306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003063019,"about_ca_topic_score_gemma":0.009184555,"domain_scores_codex":[0.9989465,0.0001260059,0.00003139927,0.0001491196,0.0002970483,0.0004500163],"domain_scores_gemma":[0.9970554,0.0002652224,0.00007851962,0.0001778852,0.0007392373,0.001683733],"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":[0.001003891,0.0001571824,0.0002496478,0.0002083597,0.00002082635,0.0003218014,0.00009228782,0.0001043241,0.001772606,0.001264651,0.9696221,0.02518231],"study_design_scores_gemma":[0.0002803833,0.0003390427,0.003067077,0.0003391886,0.00001906175,0.0002155454,0.0001736468,0.0003840526,0.0008657624,0.001434178,0.9928406,0.00004141925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002581059,0.0006208449,0.001137683,0.004238463,0.01377038,0.0006907315,0.00467907,0.006938951,0.9653429],"genre_scores_gemma":[0.006712177,0.0002233772,0.0002335463,0.001091658,0.002095166,0.0001683623,0.001150477,0.001610505,0.9867148],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06311256,"threshold_uncertainty_score":0.09002239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02415897023375584,"score_gpt":0.3385549282858617,"score_spread":0.3143959580521059,"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."}}