{"id":"W4310655863","doi":"10.1016/j.brachy.2022.09.081","title":"PP12  Presentation Time: 11:20 AM","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; Quebec - Clinical Research Organization in Cancer","funders":"","keywords":"Medicine; Prostate cancer; Biochemical recurrence; Proportional hazards model; Univariate analysis; Multivariate analysis; Brachytherapy; Internal medicine; Oncology; Radiation therapy; Cancer; Prostatectomy","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":[0.001469339,0.002728951,0.002230111,0.002165459,0.00478822,0.01045949,0.002890687,0.008813929,0.9551408],"category_scores_gemma":[0.005778051,0.001337239,0.003098232,0.001428169,0.001101618,0.002436595,0.005845861,0.004553182,0.9000329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001816691,"about_ca_system_score_gemma":0.001602341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00426446,"about_ca_topic_score_gemma":0.009706757,"domain_scores_codex":[0.9987841,0.0001610781,0.00003534989,0.0001685757,0.0003266552,0.0005241595],"domain_scores_gemma":[0.9968298,0.0004240511,0.00007664636,0.000179637,0.0009536098,0.001536204],"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":[0.0008993692,0.0001693446,0.000180182,0.0002339621,0.00002022817,0.000192445,0.00009389955,0.00009230405,0.0008406757,0.001212989,0.9723181,0.02374644],"study_design_scores_gemma":[0.0002066261,0.0002541588,0.002294878,0.0003953189,0.0000193973,0.0001124585,0.0002362386,0.0002361836,0.0005202777,0.001179153,0.9945063,0.00003899927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001797013,0.0006539518,0.0006797582,0.003592714,0.01913194,0.0006357128,0.003606681,0.003636184,0.966266],"genre_scores_gemma":[0.002605933,0.0001882122,0.0001135166,0.0005598467,0.001424092,0.0001226249,0.0006469424,0.0006783471,0.9936605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04485923,"threshold_uncertainty_score":0.06398624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240072537756669,"score_gpt":0.3381277908812164,"score_spread":0.3141205371055494,"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."}}