{"id":"W2079748777","doi":"10.1016/j.juro.2011.02.1023","title":"991 PROSPECTIVE MULTI-INSTITUTIONAL STUDY EVALUATING THE PERFORMANCE OF PROSTATE CANCER RISK CALCULATORS","year":2011,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Nomogram; Prostate biopsy; Cancer; Prospective cohort study; Prostate-specific antigen; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001884025,0.0002555796,0.0004287075,0.001805748,0.001146647,0.001307146,0.0007606898,0.0007421718,0.005996617],"category_scores_gemma":[0.009098255,0.0007506097,0.0007440091,0.003225885,0.0004426012,0.001310725,0.001290553,0.0007855776,0.002027533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006805627,"about_ca_system_score_gemma":0.00113919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01396292,"about_ca_topic_score_gemma":0.02405523,"domain_scores_codex":[0.9981145,0.0005398869,0.0002167624,0.0002607227,0.0005870816,0.0002810899],"domain_scores_gemma":[0.9880369,0.002644145,0.003109428,0.001722517,0.002435173,0.00205186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002808636,0.0001251706,0.9964163,0.00001064533,0.00006941791,0.00003899113,0.00005396079,0.00001680856,0.00003618326,0.00002057107,0.0009086175,0.00202247],"study_design_scores_gemma":[0.00004497225,0.0003587878,0.9981568,0.00002145458,0.00005192294,0.0001630686,0.0001819671,0.00004391213,0.00006135974,0.00001201781,0.0008892384,0.00001450186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883649,0.001427874,0.0002108155,0.0002870629,0.0000476036,0.0001602843,0.005336493,0.00002426721,0.004140616],"genre_scores_gemma":[0.9898432,0.0009455102,0.0002190699,0.0002148063,0.0001044805,0.000115465,0.006194043,0.00002053313,0.00234299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01396292,"threshold_uncertainty_score":0.02776331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05301714905228731,"score_gpt":0.3439343077602821,"score_spread":0.2909171587079948,"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."}}