{"id":"W4310691656","doi":"10.1016/j.brachy.2022.09.101","title":"PSOR7  Presentation Time: 12:00 PM","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":"Université Laval","funders":"","keywords":"Medicine; Prostate cancer; Brachytherapy; Androgen deprivation therapy; Radiation therapy; Genitourinary system; Prostate; External beam radiotherapy; Stage (stratigraphy); Surgery; Radiology; Internal medicine; 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":[0.001264048,0.001577144,0.001535909,0.001700755,0.003054708,0.006806052,0.001850655,0.004952919,0.9416722],"category_scores_gemma":[0.003235822,0.001013167,0.00212416,0.0007512266,0.000734238,0.001367315,0.004032035,0.002525891,0.8834996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441777,"about_ca_system_score_gemma":0.001367239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002837105,"about_ca_topic_score_gemma":0.008931364,"domain_scores_codex":[0.9991253,0.0001051903,0.00002381641,0.0001193681,0.0002701533,0.0003562101],"domain_scores_gemma":[0.9976007,0.0002252894,0.00005668047,0.0001655072,0.0006964305,0.001255379],"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":[0.000820676,0.0001375649,0.0002373778,0.0001834416,0.00001692192,0.000257319,0.0000642278,0.00008249326,0.001510528,0.001199261,0.9679289,0.02756133],"study_design_scores_gemma":[0.0002290326,0.000367598,0.00262923,0.0002278708,0.00001656596,0.0001842816,0.0001442985,0.0003387395,0.00131978,0.001082692,0.9934254,0.0000345655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002549252,0.0005888429,0.0009956108,0.003654375,0.0108027,0.0005449226,0.004000061,0.006051567,0.9708126],"genre_scores_gemma":[0.004669104,0.0001668576,0.000243287,0.0005787861,0.001056472,0.00008781022,0.001112572,0.00120862,0.9908765],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05832779,"threshold_uncertainty_score":0.08319741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701446370228931,"score_gpt":0.3351138619118356,"score_spread":0.3080993982095462,"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."}}