{"id":"W4403759868","doi":"10.1016/j.brachy.2024.08.117","title":"PSOR07 Presentation Time: 12:00 PM","year":2024,"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 de l’Université de Montréal","funders":"","keywords":"Medicine; Presentation (obstetrics); Medical physics; Surgery","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001220671,0.0001014471,0.0001615617,0.0001129217,0.00004845545,0.00006186446,0.00004278269,0.00005504331,0.002293112],"category_scores_gemma":[0.000009524341,0.00006899878,0.00009834281,0.0001815246,0.00004396665,0.0001171744,0.000009890974,0.0001345536,0.001070689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007409539,"about_ca_system_score_gemma":0.0001344112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002188679,"about_ca_topic_score_gemma":0.000001965979,"domain_scores_codex":[0.9991667,0.0000304797,0.0001258401,0.0002173135,0.0002571384,0.0002025871],"domain_scores_gemma":[0.9996333,0.00006141394,0.00001335886,0.0001676512,0.00003572443,0.00008859664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004175987,0.0005361178,0.008853963,0.0005198953,0.001143888,0.001082517,0.002473159,0.00001002893,0.1075311,0.001257701,0.3452789,0.5271368],"study_design_scores_gemma":[0.01266437,0.00174839,0.02791999,0.0004667458,0.0001632603,0.0002474543,0.0001234691,0.006682926,0.04181289,0.00224022,0.9055498,0.0003804445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7981343,0.05764764,0.0004587603,0.02896731,0.001052737,0.002684624,0.00003525847,0.0009191821,0.1101002],"genre_scores_gemma":[0.6797348,0.006049041,0.0006389617,0.001048165,0.001435325,0.0002589423,0.0002615131,0.00009004422,0.3104832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.560271,"threshold_uncertainty_score":0.9997071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02741661070886315,"score_gpt":0.3595933904297926,"score_spread":0.3321767797209295,"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."}}