{"id":"W2034094501","doi":"10.3747/co.v17i0.703","title":"Prevention Strategies in Prostate Cancer","year":2010,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Dutasteride; Prostate cancer; Clinical trial; Cancer prevention; Intensive care medicine; Cancer; Primary prevention; Oncology; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001459892,0.0001008091,0.0001397402,0.0000453799,0.00002738113,0.00001356018,0.0001085364,0.000115437,0.0000805395],"category_scores_gemma":[0.00002676318,0.00009641566,0.00005163174,0.00006440601,0.00008066071,0.000005861573,0.00005211893,0.0002125362,0.000008148836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001977521,"about_ca_system_score_gemma":0.0005060344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006267455,"about_ca_topic_score_gemma":0.005867133,"domain_scores_codex":[0.9992598,0.00004792036,0.0001681365,0.0002493134,0.00005574281,0.0002191349],"domain_scores_gemma":[0.999654,0.000005087617,0.00006853913,0.0001654288,0.00005451425,0.00005244838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001882704,0.0004290153,0.02682875,0.00005675344,0.00002265896,2.604078e-7,0.0003310951,0.00004302137,0.5903829,0.001503841,0.03660179,0.3436117],"study_design_scores_gemma":[0.0008608604,0.0001311441,0.01806209,0.000009687458,0.00001062927,0.000005389491,0.0001258715,0.0000132941,0.003666702,0.0004999102,0.976497,0.0001174159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667361,0.00452225,0.00008261712,0.0001831318,0.02636196,0.0002394816,0.00001503131,0.00001053502,0.001848916],"genre_scores_gemma":[0.9789453,0.005201219,0.0002082897,0.00007417929,0.01408889,0.0002990335,0.0001199541,0.00001966917,0.001043515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9398952,"threshold_uncertainty_score":0.3931717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03929649226097442,"score_gpt":0.3960836650319114,"score_spread":0.356787172770937,"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."}}