{"id":"W3138725098","doi":"10.1016/j.clgc.2021.03.015","title":"Salvage Radical Prostatectomy: Baseline Prostate Cancer Characteristics and Survival Across SEER Registries","year":2021,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Interquartile range; Prostate cancer; Prostatectomy; Stage (stratigraphy); Epidemiology; Proportional hazards model; Surveillance, Epidemiology, and End Results; Internal medicine; Cancer; Oncology; Urology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001852764,0.0002561363,0.0007921872,0.001189506,0.0005021634,0.001277607,0.0007140039,0.0007245858,0.004695476],"category_scores_gemma":[0.006922957,0.0004328798,0.001536547,0.004046926,0.0003253515,0.001672295,0.001355085,0.00085234,0.0005234478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005588327,"about_ca_system_score_gemma":0.001288154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01598256,"about_ca_topic_score_gemma":0.02930037,"domain_scores_codex":[0.9983,0.000366496,0.0002363346,0.0005096296,0.0002081052,0.0003793354],"domain_scores_gemma":[0.9949704,0.0006849383,0.002672178,0.0006923972,0.0003801557,0.0006000364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001327284,0.0000199506,0.9966822,0.00001828819,0.000281058,0.00003740203,0.00005157382,0.0001695229,0.00005570697,0.00007744407,0.0009312332,0.001542771],"study_design_scores_gemma":[0.000009453694,0.00003558137,0.9987898,0.00001360317,0.0001059792,0.0001405308,0.0001752285,0.0002012428,0.00001942612,0.00007287446,0.0004313056,0.000004928105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800208,0.001705723,0.0003563178,0.0003858862,0.00003374274,0.00001895294,0.01560366,0.00004698048,0.001828007],"genre_scores_gemma":[0.9925503,0.0002669862,0.00009308854,0.00008323388,0.00002154475,0.000009690248,0.006598505,0.00001143204,0.0003654091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01598256,"threshold_uncertainty_score":0.03177905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05255399077634611,"score_gpt":0.3978714704498537,"score_spread":0.3453174796735076,"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."}}