{"id":"W2005612083","doi":"10.1016/j.juro.2014.02.2514","title":"MP79-11 IMPACT OF KI67 LABELING INDEX ON PROGRESSION AND DEATH OF PROSTATE CANCER POST-PROSTATECTOMY: COMPARISON OF VISUAL AND AUTOMATED SCORING","year":2014,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Gynecology; Cancer; Prostate; Digital image analysis; Tissue microarray; Urology; 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":[0.002529489,0.000356849,0.0006097752,0.001974008,0.0002092662,0.001732571,0.0005365625,0.000618357,0.005589358],"category_scores_gemma":[0.008564698,0.0002688894,0.0008935401,0.001156797,0.000267453,0.0008531595,0.0009094974,0.0006247956,0.00119313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005947032,"about_ca_system_score_gemma":0.0003795394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003122315,"about_ca_topic_score_gemma":0.005312621,"domain_scores_codex":[0.9983256,0.0005456354,0.0000928989,0.0001739983,0.0007630845,0.00009872067],"domain_scores_gemma":[0.9935839,0.002792928,0.001534892,0.000290459,0.001476499,0.0003212476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01067042,0.0002765438,0.7462054,0.0007110179,0.001726636,0.0001750739,0.0002305666,0.001934315,0.002786844,0.0002286301,0.007396382,0.2276581],"study_design_scores_gemma":[0.0001956491,0.001533075,0.9836355,0.0002538686,0.0008405327,0.0006920221,0.000353396,0.005227006,0.002281517,0.0003755359,0.004528377,0.00008347734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560022,0.02298078,0.002579902,0.0009862477,0.00041132,0.0001362063,0.004029482,0.0002532101,0.0126207],"genre_scores_gemma":[0.9914545,0.002069306,0.001316648,0.0001055886,0.0001627905,0.00004598733,0.001878783,0.00006175738,0.002904742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005589358,"threshold_uncertainty_score":0.01869828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02678445673273525,"score_gpt":0.4165802542454316,"score_spread":0.3897957975126963,"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."}}