{"id":"W2318049224","doi":"10.1016/j.juro.2016.03.152","title":"Clinical Findings and Treatment Outcomes in Patients with Extraprostatic Extension Identified on Prostate Biopsy","year":2016,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute","keywords":"Medicine; Biostatistics; Prostate cancer; Cancer; Epidemiology; 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":[0.0003838181,0.0002298334,0.000310075,0.0008612768,0.0003865869,0.0005811467,0.0002700659,0.0003367019,0.001340764],"category_scores_gemma":[0.002306343,0.0001412199,0.0002572275,0.0007852569,0.000358464,0.0004601013,0.0004394555,0.0003889939,0.0001827015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002915498,"about_ca_system_score_gemma":0.0002883193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187479,"about_ca_topic_score_gemma":0.001593807,"domain_scores_codex":[0.9996225,0.00007225212,0.00004374321,0.00008479236,0.00009889944,0.00007779255],"domain_scores_gemma":[0.9988181,0.000180007,0.0006230699,0.00004350581,0.0001036886,0.0002315839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000468916,0.00001609208,0.9983596,0.000006044079,0.00001545665,0.0002398126,0.00002588334,0.00002697951,0.0001187411,0.000005595043,0.00004213578,0.001096789],"study_design_scores_gemma":[0.000004849061,0.00008722698,0.9966919,0.000008158375,0.00001799219,0.00275725,0.0001102419,0.00009232303,0.00008460749,0.00002078763,0.0001212446,0.000003491053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986557,0.0006787668,0.00006505643,0.00004106502,0.000005285114,0.000006087418,0.0001215465,0.000004098061,0.0004224922],"genre_scores_gemma":[0.9996274,0.0001145604,0.0000300099,0.00001603492,0.00001164774,0.000002498278,0.000150702,8.102263e-7,0.00004633198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001340764,"threshold_uncertainty_score":0.004485369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585255085496286,"score_gpt":0.3128994077378938,"score_spread":0.287046856882931,"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."}}