{"id":"W4249404110","doi":"10.1016/j.brachy.2009.03.057","title":"Quadrant dosimetry as a predictor of biochemical relapse in 125I prostate brachytherapy","year":2009,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Brachytherapy; Prostate brachytherapy; Prostate; Dosimetry; Quadrant (abdomen); Oncology; Nuclear medicine; Medical physics; Radiology; Internal medicine; Radiation therapy; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.001138795,0.0003312619,0.0005120248,0.0006492138,0.0001825961,0.000574125,0.0004328856,0.0004239615,0.001710335],"category_scores_gemma":[0.003962959,0.0002942373,0.0004302598,0.0006188785,0.0004375448,0.0003281391,0.0005264069,0.0003859758,0.0002742425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004577794,"about_ca_system_score_gemma":0.0003144766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002193882,"about_ca_topic_score_gemma":0.001543892,"domain_scores_codex":[0.9996762,0.0001485612,0.00001979669,0.00003464712,0.00008213706,0.00003864658],"domain_scores_gemma":[0.9981537,0.0007442934,0.0006197993,0.0001733009,0.0001414459,0.0001672942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003683256,0.00007795764,0.9325721,0.00007372433,0.0001148328,0.0004445438,0.0002206108,0.003202431,0.03895941,0.00027622,0.0003308118,0.02004414],"study_design_scores_gemma":[0.00004289348,0.001019838,0.9879338,0.00001627998,0.0001020772,0.0013697,0.0001222863,0.00463347,0.003995177,0.0003189952,0.0004240744,0.00002142265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966384,0.001497853,0.0008920803,0.00008016144,0.00001570685,0.000005335609,0.0001085945,0.00003455999,0.0007272488],"genre_scores_gemma":[0.9993566,0.0001300892,0.0002665034,0.0000109199,0.000005360038,0.000001783002,0.00004851495,0.00001395494,0.0001662802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002193882,"threshold_uncertainty_score":0.006022573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009624842345455503,"score_gpt":0.2852028416623874,"score_spread":0.2755779993169318,"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."}}