{"id":"W4386986411","doi":"10.1016/j.brachy.2023.06.075","title":"PP03  Presentation Time: 11:18 AM","year":2023,"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; Hôpital de l'Enfant-Jésus","funders":"","keywords":"Medicine; Prostate cancer; Regimen; Prostatectomy; Brachytherapy; Radiation therapy; Prostate; Prospective cohort study; Nuclear medicine; Cohort; Urology; Image-guided radiation therapy; Cancer; Surgery; 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":[0.001456228,0.002426381,0.002192552,0.002195106,0.004960519,0.01063553,0.002614133,0.008583903,0.9482404],"category_scores_gemma":[0.005097059,0.001283996,0.003136037,0.001502643,0.001149149,0.002289099,0.005031034,0.004565015,0.8957217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001973585,"about_ca_system_score_gemma":0.001905219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004681902,"about_ca_topic_score_gemma":0.01026792,"domain_scores_codex":[0.9988251,0.0001436709,0.00003325359,0.0001689472,0.0003137254,0.0005152851],"domain_scores_gemma":[0.9968605,0.0004142319,0.00007356908,0.0001853263,0.000921108,0.001545315],"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":[0.0009124259,0.000200178,0.0002270898,0.0002398123,0.00002399014,0.000218718,0.00009801095,0.0001039023,0.001046869,0.001458301,0.9681314,0.02733923],"study_design_scores_gemma":[0.0002482879,0.0003128675,0.003216939,0.000447302,0.00002600302,0.0001424952,0.0002463226,0.0003225325,0.0007033915,0.001468963,0.9928219,0.00004296321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001834137,0.0005508629,0.000689517,0.003072944,0.01587395,0.0005707649,0.003351395,0.003507007,0.9705494],"genre_scores_gemma":[0.003333363,0.0002151522,0.0001249705,0.0006239522,0.001385373,0.0001286873,0.0007053603,0.0007774239,0.9927056],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0517596,"threshold_uncertainty_score":0.0738287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04833410704757621,"score_gpt":0.3838494781560979,"score_spread":0.3355153711085217,"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."}}