{"id":"W4386987183","doi":"10.1016/j.brachy.2023.06.080","title":"PSOR02  Presentation Time: 12:05 PM","year":2023,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Regional Municipality of Durham; Lakeridge Health","funders":"","keywords":"Medicine; Prostate cancer; Brachytherapy; External beam radiotherapy; Prostate; Magnetic resonance imaging; Radiation therapy; Toxicity; Urology; Acute toxicity; Radiology; Nuclear medicine; Cancer; Internal medicine","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":[0.00135746,0.001493462,0.001572425,0.001707707,0.003095125,0.007899369,0.001733452,0.005534519,0.9284512],"category_scores_gemma":[0.003683951,0.0009452177,0.002153005,0.000783982,0.0007185497,0.001401265,0.003714555,0.002621891,0.8548105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00172253,"about_ca_system_score_gemma":0.001277547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003141678,"about_ca_topic_score_gemma":0.008892112,"domain_scores_codex":[0.9990903,0.0001077308,0.00002779908,0.0001370084,0.000293887,0.0003433071],"domain_scores_gemma":[0.9975592,0.000248624,0.00006665383,0.0001747729,0.0007476115,0.001203026],"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":[0.0008142136,0.0001264681,0.0002547375,0.0001747579,0.0000188562,0.000282755,0.00006163525,0.00009422645,0.001275555,0.0013292,0.9721708,0.02339681],"study_design_scores_gemma":[0.0002340254,0.0003643761,0.003454049,0.0002437835,0.00001842975,0.0002010705,0.0001275048,0.0004434767,0.001196033,0.001225254,0.9924546,0.00003725454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002624566,0.0006044827,0.001159692,0.004785216,0.01418413,0.0005446213,0.004827699,0.00664494,0.9646246],"genre_scores_gemma":[0.005499519,0.0001624203,0.0002356948,0.000674923,0.001524615,0.00008041452,0.001068549,0.001146518,0.9896073],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07154876,"threshold_uncertainty_score":0.1020556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616513266610163,"score_gpt":0.31738486307693,"score_spread":0.2912197304108284,"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."}}