{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00146645,0.001492228,0.001582998,0.001738977,0.003225865,0.007898764,0.001823226,0.005326836,0.9320263],"category_scores_gemma":[0.003541921,0.0009338457,0.002261734,0.0007739021,0.0007449555,0.001483475,0.003996279,0.002828764,0.8736684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001719002,"about_ca_system_score_gemma":0.001497362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002947174,"about_ca_topic_score_gemma":0.008732736,"domain_scores_codex":[0.9990269,0.0001161694,0.00003030625,0.0001331664,0.0003201874,0.0003732718],"domain_scores_gemma":[0.9974323,0.0002487579,0.00006582709,0.0001779587,0.000791128,0.001283908],"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":[0.0005477276,0.0001234635,0.000203295,0.0001393047,0.00001426887,0.0001952773,0.00004660177,0.00007348631,0.0008770594,0.00102796,0.974682,0.02206962],"study_design_scores_gemma":[0.000193064,0.0003047024,0.002673707,0.0002383692,0.00001631383,0.0001630207,0.000128906,0.0003401611,0.001062437,0.001035113,0.9938102,0.00003411521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002440082,0.0005690415,0.0009657777,0.0048311,0.01380203,0.0005328719,0.004514569,0.006015277,0.9663293],"genre_scores_gemma":[0.004059858,0.0001752207,0.0002603771,0.0006772773,0.001354983,0.00008196091,0.00112002,0.001190574,0.9910796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06797367,"threshold_uncertainty_score":0.09695619,"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."}}