{"id":"W2949829930","doi":"10.1016/j.brachy.2019.04.115","title":"MRI-Guided Focal Salvage HDR Brachytherapy for Locally Recurrent Prostate Cancer","year":2019,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Brachytherapy; Prostate cancer; Salvage therapy; Androgen deprivation therapy; External beam radiotherapy; Radiation therapy; Radiology; Cancer; Oncology; Internal medicine; Chemotherapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0001364564,0.0003841683,0.0006429419,0.0005287495,0.0003219837,0.0003723898,0.0004477901,0.0003293897,0.00365455],"category_scores_gemma":[0.000398658,0.0002048055,0.000467343,0.0002694357,0.0003220899,0.0003138683,0.0002437894,0.0005410825,0.0009791777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004438941,"about_ca_system_score_gemma":0.0004858428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004089313,"about_ca_topic_score_gemma":0.008846665,"domain_scores_codex":[0.9999274,0.00001013239,0.000005732313,0.0000162521,0.000016997,0.00002341521],"domain_scores_gemma":[0.9999211,0.00001726097,0.00001799788,0.00001402634,0.00000786282,0.00002178838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008389493,0.0008575893,0.01237934,0.001889616,0.0004111211,0.01706461,0.0005352877,0.008863991,0.4493366,0.0009564336,0.008066647,0.4912493],"study_design_scores_gemma":[0.001806349,0.0198335,0.2684239,0.0007795767,0.002872593,0.136043,0.0005410889,0.05051093,0.42702,0.001915923,0.0899369,0.0003162956],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8704504,0.04491028,0.04485497,0.001607334,0.0006020478,0.0005535356,0.0010353,0.001596395,0.03438975],"genre_scores_gemma":[0.9807875,0.003213959,0.009919171,0.0003563324,0.0001665409,0.00006290606,0.0002432482,0.0001713536,0.005079078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004089313,"threshold_uncertainty_score":0.01222563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308539434567538,"score_gpt":0.3256386463936369,"score_spread":0.3025532520479616,"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."}}