{"id":"W2936749762","doi":"10.1016/j.clgc.2019.04.009","title":"Contemporary Comparison of Clinicopathologic Characteristics and Survival Outcomes of Prostate Ductal Carcinoma and Acinar Adenocarcinoma: A Population-Based Study","year":2019,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Hazard ratio; Oncology; Internal medicine; Population; Proportional hazards model; Urology; Prostate; Adenocarcinoma; Cancer; Surveillance, Epidemiology, and End Results; Confidence interval; Cancer registry","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":[0.0004512002,0.0002511134,0.001541339,0.0000836974,0.0000407698,0.000008797258,0.00007483771,0.0001256298,0.00003696058],"category_scores_gemma":[0.0001224943,0.0001929405,0.0001577417,0.0001065225,0.0001639011,0.00006311089,0.0001092094,0.0002471374,0.00000226555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004933605,"about_ca_system_score_gemma":0.0002559275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002115582,"about_ca_topic_score_gemma":0.00001001921,"domain_scores_codex":[0.9975028,0.0002129014,0.0013068,0.000517469,0.0002609836,0.0001990223],"domain_scores_gemma":[0.9980166,0.0005874942,0.0006394368,0.0004000492,0.0001769659,0.0001794437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001730986,0.002708761,0.9921193,0.0003768657,0.000189499,0.0001347141,0.0002842526,0.000002701314,0.0000579351,0.00000291137,0.00005234167,0.002339797],"study_design_scores_gemma":[0.00741309,0.008837956,0.9822385,0.0001254552,0.0003272109,0.000004984817,0.0005948735,0.0001348311,0.0001231903,0.000009314444,0.00002395153,0.0001666146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991616,0.005547017,7.88976e-7,0.0003555892,0.0005567303,0.001675737,0.0001714214,0.0000204186,0.00005633256],"genre_scores_gemma":[0.9991481,0.000232687,0.0001273341,0.0001200032,0.0001046178,0.00008950541,0.00006664483,0.00002743249,0.00008368362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009880709,"threshold_uncertainty_score":0.7867887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0909769474591462,"score_gpt":0.4031670654618211,"score_spread":0.3121901180026749,"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."}}