{"id":"W1997394967","doi":"10.1111/j.1464-410x.2009.08518.x","title":"High‐intensity focused ultrasound for prostate cancer: comparative definitions of biochemical failure","year":2009,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Prostate cancer; Prostatectomy; High-intensity focused ultrasound; Urology; Biopsy; Radiation therapy; Prostate-specific antigen; Prostate; Cancer; Oncology; Radiology; Internal medicine; Ultrasound","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001030808,0.00009841978,0.0005823756,0.00006957861,0.00004938055,0.00001086734,0.0000591121,0.00007811181,0.00004358717],"category_scores_gemma":[0.0001028907,0.00009542532,0.0001694419,0.00009411291,0.0001284882,0.0000524227,0.000006573958,0.0001934454,9.113705e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006985128,"about_ca_system_score_gemma":0.000160259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009186848,"about_ca_topic_score_gemma":0.00006515759,"domain_scores_codex":[0.9991078,0.00002735535,0.0004197217,0.000130208,0.0001194349,0.0001955292],"domain_scores_gemma":[0.9986597,0.0001602815,0.0003169824,0.00007387088,0.0006670084,0.0001221391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.02028957,0.01094085,0.07490085,0.0003923899,0.004610127,0.003913377,0.002864314,0.0005006833,0.142952,0.005435554,0.6096875,0.1235128],"study_design_scores_gemma":[0.03305208,0.03092019,0.6777261,0.001230829,0.002569849,0.03033013,0.0003421751,0.00003630517,0.1819865,0.02913879,0.01214399,0.0005229908],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830419,0.007400161,0.0001916022,0.008410782,0.0001536395,0.0003598455,0.000386567,0.0000073513,0.00004815105],"genre_scores_gemma":[0.9905289,0.005447886,0.002791823,0.001000265,0.0001483332,0.00001875282,0.00004817104,0.000007368938,0.000008491776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6028253,"threshold_uncertainty_score":0.3891332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03092243023603319,"score_gpt":0.2868172471022802,"score_spread":0.255894816866247,"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."}}