{"id":"W2076730720","doi":"10.1016/j.juro.2012.02.574","title":"503 AN INTERNATIONAL MULTI-CENTRE STUDY EXAMINING DIAGNOSTIC CRITERIA FOR ACTIVE SURVEILLANCE IN MEN UNDERGOING RADICAL PROSTATECTOMY","year":2012,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostatectomy; Kingdom; Prostate cancer; Library science; Cancer; 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":[0.002028393,0.0002188737,0.0003823202,0.00129739,0.0007877279,0.001196747,0.0006351256,0.0007535963,0.006981942],"category_scores_gemma":[0.01249851,0.0004606502,0.0007733053,0.002057559,0.0003531644,0.0008981622,0.001115391,0.0008846658,0.001035173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004799796,"about_ca_system_score_gemma":0.0006661663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01395374,"about_ca_topic_score_gemma":0.02193134,"domain_scores_codex":[0.9984996,0.0005289376,0.0002406059,0.0002132736,0.0003219534,0.0001956321],"domain_scores_gemma":[0.9935226,0.001663903,0.002423963,0.000503456,0.001006886,0.0008791781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002379137,0.0000527393,0.9957268,0.00003742824,0.0000831607,0.00004591457,0.0002798551,0.00001140576,0.0000667848,0.00003648465,0.001483606,0.001937839],"study_design_scores_gemma":[0.000028438,0.0001423828,0.998398,0.00005473545,0.00006350465,0.0001147409,0.0004199413,0.00002880125,0.00002041392,0.000012478,0.0007078437,0.000008831385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884651,0.00242513,0.0002018467,0.0006513965,0.00009685931,0.000219447,0.003263965,0.00001183384,0.004664314],"genre_scores_gemma":[0.9960537,0.0005801405,0.0001451565,0.0003057327,0.00007705748,0.0001316916,0.00153597,0.000009221564,0.001161379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01395374,"threshold_uncertainty_score":0.02774507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05185177932121735,"score_gpt":0.3578445470256049,"score_spread":0.3059927677043875,"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."}}