{"id":"W1999633698","doi":"10.1016/j.cct.2007.05.006","title":"Delay in the progression of low-risk prostate cancer: Rationale and design of the Reduction by Dutasteride of Clinical Progression Events in Expectant Management (REDEEM) trial","year":2007,"lang":"en","type":"article","venue":"Contemporary Clinical Trials","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Dutasteride; Medicine; Prostate cancer; Watchful waiting; Prostate; Gynecology; Urology; Clinical trial; Prostate-specific antigen; Cancer; Oncology; Internal medicine","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":[0.02639418,0.0001781571,0.001316763,0.00009248696,0.00003518837,0.000004905219,0.0001540388,0.0001682085,0.000009286987],"category_scores_gemma":[0.002779113,0.00009012195,0.0003043158,0.000301817,0.0002827825,0.00009046841,0.00008147821,0.0002832355,2.525338e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003826059,"about_ca_system_score_gemma":0.0003238009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000564361,"about_ca_topic_score_gemma":0.00001051548,"domain_scores_codex":[0.9902173,0.003637929,0.004991221,0.0004180161,0.0005516374,0.0001839376],"domain_scores_gemma":[0.992936,0.003666138,0.002811702,0.0003895113,0.000112173,0.0000845368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1858858,0.006056377,0.6204935,0.0003279563,0.000330736,0.00003360181,0.0006986184,0.00001605406,0.0007534819,0.00003194487,0.00199736,0.1833745],"study_design_scores_gemma":[0.3405957,0.0176369,0.5884712,0.01190124,0.000730635,0.00001113078,0.002060031,0.0002375692,0.03436252,0.001059818,0.002541051,0.0003921887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799435,0.006865707,0.00007690876,0.001159289,0.0006865151,0.01111973,0.00007655166,0.000006179052,0.00006557824],"genre_scores_gemma":[0.9901356,0.00848481,0.0005075008,0.00006009782,0.0001702753,0.0005706648,0.00002879692,0.00001364059,0.00002865093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1829823,"threshold_uncertainty_score":0.914775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.243153635797538,"score_gpt":0.5034533577206008,"score_spread":0.2602997219230628,"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."}}