{"id":"W3015924757","doi":"10.1111/his.14107","title":"Perineural invasion by prostate adenocarcinoma in needle biopsies predicts bone metastasis: Ten year data from the TROG 03.04 RADAR Trial","year":2020,"lang":"en","type":"article","venue":"Histopathology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institutes of Health","keywords":"Medicine; Perineural invasion; Prostate cancer; Bone metastasis; Internal medicine; Oncology; Hazard ratio; Clinical endpoint; Prostate; Androgen deprivation therapy; Confidence interval; Biopsy; Metastasis; Cancer; Clinical trial","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002214861,0.0002323488,0.0005574293,0.00005167251,0.00007755306,0.00002096794,0.0002974508,0.00009370228,0.0001431907],"category_scores_gemma":[0.0002516969,0.0001574872,0.00007591528,0.0002031341,0.0001940776,0.0001270546,0.0003019243,0.000287468,0.00009773257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404955,"about_ca_system_score_gemma":0.0001558012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003664159,"about_ca_topic_score_gemma":0.00006588575,"domain_scores_codex":[0.9981655,0.0001899372,0.0004215851,0.0006647983,0.0002279939,0.0003301571],"domain_scores_gemma":[0.9988253,0.0001105006,0.0001334934,0.0007367895,0.00003234109,0.0001615606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04953447,0.001602164,0.5115758,0.0001727104,0.0001417042,0.005147988,0.0114027,0.000004065911,0.03325502,0.00007659423,0.3796645,0.007422365],"study_design_scores_gemma":[0.1223983,0.008371428,0.6153347,0.0001922989,0.00119202,0.0002789652,0.002674279,0.0002745091,0.006061412,0.0001177732,0.2424781,0.0006261412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538707,0.01783968,0.000006990854,0.02483959,0.0003706568,0.001264364,0.001575162,0.00007095547,0.0001618613],"genre_scores_gemma":[0.9921805,0.001150958,0.0004927855,0.003368516,0.0003710514,0.0002046103,0.00203796,0.00004082314,0.0001528058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371864,"threshold_uncertainty_score":0.6422141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06630660557811709,"score_gpt":0.2765584309752144,"score_spread":0.2102518253970973,"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."}}