{"id":"W2343288766","doi":"10.1200/jco.2016.34.2_suppl.75","title":"Association of chronic baseline prostate inflammation with lower tumor grade in men with prostate cancer on repeat biopsy.","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Prostate cancer; Prostate biopsy; Prostate; Biopsy; Cancer; Internal medicine; Urology; Dutasteride; Rectal examination; Oncology; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004699258,0.0002038988,0.0003294362,0.0005351359,0.0002740118,0.0003765487,0.0002625523,0.0003439394,0.001951357],"category_scores_gemma":[0.001436632,0.0001897122,0.0003537794,0.0005144512,0.000222857,0.0001956159,0.000277174,0.0004941277,0.0001807211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002227676,"about_ca_system_score_gemma":0.0002150144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003450679,"about_ca_topic_score_gemma":0.006325723,"domain_scores_codex":[0.9996101,0.00009794198,0.0000318009,0.00007227727,0.0001053752,0.00008257724],"domain_scores_gemma":[0.9984354,0.0002240213,0.0008657255,0.00006296475,0.0001222355,0.0002895907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001195021,0.00000942616,0.9991934,0.000005675036,0.0000293711,0.00002601038,0.000009705939,0.00000841679,0.0001517253,0.000002635585,0.00002520063,0.0004189037],"study_design_scores_gemma":[0.000003631352,0.00007735402,0.9995427,0.000002062888,0.00001747726,0.0002148987,0.00001749518,0.00003934264,0.00003540792,0.000003844101,0.00004468184,0.000001137572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988166,0.0006725324,0.00005213257,0.00002634146,0.000003623078,0.000004810802,0.0001463112,0.000003435851,0.0002742548],"genre_scores_gemma":[0.9997081,0.00005272956,0.0000296985,0.000009201405,0.000005990524,0.000002163537,0.0001221615,6.524459e-7,0.00006934985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003450679,"threshold_uncertainty_score":0.00686121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03431084134906395,"score_gpt":0.3867615541977142,"score_spread":0.3524507128486503,"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."}}