{"id":"W1980600130","doi":"10.1002/cncr.24020","title":"Twenty‐four‐month postradiation prostate biopsies are strongly predictive of 7‐year disease‐free survival","year":2008,"lang":"en","type":"article","venue":"Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Northeast Cancer Centre; Ottawa Regional Cancer Foundation; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiation therapy; Surgery; Biopsy; Prostate; Randomized controlled trial; Watchful waiting; Prostate cancer; Randomization; Prostate-specific antigen; Hormonal therapy; Urology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005005586,0.0001689152,0.0003161017,0.00006681405,0.00006969834,0.000006603015,0.00007693269,0.00004353382,0.0001481293],"category_scores_gemma":[0.00005839897,0.000139166,0.0001074423,0.0001514066,0.0001543031,0.0001153119,0.0000327218,0.00009022196,0.000008309452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003157112,"about_ca_system_score_gemma":0.0003760439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000224779,"about_ca_topic_score_gemma":0.00004889209,"domain_scores_codex":[0.9988654,0.00002621916,0.0002296705,0.0002861275,0.0003482187,0.000244388],"domain_scores_gemma":[0.999009,0.00003519838,0.0001751049,0.0003483701,0.0002105939,0.0002217689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001056745,0.000264989,0.9911819,0.0001486844,0.0002347985,0.00009996926,0.0005346928,0.0003097465,0.0001435378,0.0000675594,0.004907248,0.00105015],"study_design_scores_gemma":[0.002976782,0.0004828776,0.9917283,0.0002884115,0.000212468,0.000003537453,0.0002309246,0.0001236256,0.00232446,0.00005968469,0.001447035,0.0001218759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894341,0.004770213,0.00001392529,0.001883702,0.0003703873,0.0007676831,0.002014874,0.00005343917,0.0006917276],"genre_scores_gemma":[0.9943694,0.004283779,0.00006787964,0.00008481746,0.0002245803,0.0002780985,0.0001159791,0.00002695611,0.0005485428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004935318,"threshold_uncertainty_score":0.5675026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711722757076527,"score_gpt":0.2639606137679508,"score_spread":0.2368433861971856,"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."}}