{"id":"W2418502983","doi":"","title":"Perineural invasion and TRUS findings are complementary in predicting prostate cancer biology.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Perineural invasion; Prostate cancer; Prostate; Prostatectomy; Cancer; Biopsy; Urology; Prostate-specific antigen; Prostate biopsy; Oncology; Pathology; Internal medicine","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":[0.001001504,0.00054556,0.0002626519,0.0008844921,0.0001217083,0.0006801601,0.0003969328,0.0003913858,0.002274164],"category_scores_gemma":[0.004876885,0.0001913963,0.000286992,0.0005559805,0.0004698945,0.0004950865,0.0003906163,0.0004344058,0.0005367962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001337072,"about_ca_system_score_gemma":0.0002892395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006707326,"about_ca_topic_score_gemma":0.001768836,"domain_scores_codex":[0.9995191,0.0001884382,0.00004911963,0.00006464442,0.0001384073,0.00004023736],"domain_scores_gemma":[0.9962514,0.001254912,0.001592,0.0001091381,0.000344933,0.0004476609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001295041,0.0000160346,0.9912757,0.00002966668,0.00006005753,0.00006451497,0.00001185705,0.000124899,0.0006083077,0.00001271396,0.00006126847,0.007605557],"study_design_scores_gemma":[0.00001040278,0.0003009001,0.9950134,0.00003378073,0.0001078195,0.001967081,0.00005708554,0.001569259,0.0005356252,0.00006990925,0.0003251691,0.000009602182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932598,0.003627965,0.001339228,0.0001631831,0.00002729462,0.00001928225,0.0002409924,0.00003226131,0.001289748],"genre_scores_gemma":[0.9982916,0.0003675674,0.0008928759,0.00003242103,0.00005870493,0.000005059738,0.0001726338,0.000003703655,0.000175479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002274164,"threshold_uncertainty_score":0.007607818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03414274027352465,"score_gpt":0.2662795788264019,"score_spread":0.2321368385528772,"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."}}