{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001980249,0.0005343334,0.0007598867,0.001332965,0.0007464411,0.001614121,0.0007191193,0.001705591,0.01087174],"category_scores_gemma":[0.003609655,0.0001629967,0.0006223862,0.00109207,0.0008740299,0.001220883,0.001559998,0.002637611,0.002081429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268376,"about_ca_system_score_gemma":0.002603552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187262,"about_ca_topic_score_gemma":0.003179839,"domain_scores_codex":[0.9989107,0.0004761633,0.00006712715,0.0001371666,0.0003056182,0.0001031251],"domain_scores_gemma":[0.9988741,0.0005529212,0.0001323538,0.0000671069,0.0002165494,0.0001567985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001963176,0.0004346496,0.003892013,0.007698072,0.0002543464,0.0003553702,0.0007932939,0.0004377917,0.0008230953,0.06521479,0.09131116,0.8285891],"study_design_scores_gemma":[0.0001094044,0.0004194962,0.008462709,0.006990507,0.0002234054,0.001756838,0.0006221269,0.0002078403,0.000589103,0.05189405,0.9286849,0.00003950228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003376401,0.8788139,0.003599377,0.07247347,0.003423537,0.00009442422,0.0002207514,0.00009579755,0.03790237],"genre_scores_gemma":[0.05609078,0.8891172,0.006284649,0.02901733,0.004396569,0.0002834596,0.0003179599,0.00002896755,0.01446317],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01087174,"threshold_uncertainty_score":0.03636956,"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."}}