{"id":"W2945314703","doi":"10.1016/j.urolonc.2019.05.001","title":"Contemporary clinicopathological characteristics of pT0 prostate cancer at radical prostatectomy: A population-based study","year":2019,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surgical Specialties (Canada); McGill University Health Centre; Université de Montréal","funders":"","keywords":"Prostatectomy; Prostate cancer; Urology; Medicine; Prostate; Population; Oncology; Cancer; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005437788,0.0003071612,0.0005537687,0.001241503,0.0006972649,0.0008965467,0.0005323812,0.000746344,0.001824673],"category_scores_gemma":[0.001411938,0.0004995017,0.000672531,0.002128045,0.000663359,0.001219986,0.000670338,0.00065341,0.0003545441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004480996,"about_ca_system_score_gemma":0.0003685137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003880169,"about_ca_topic_score_gemma":0.003649926,"domain_scores_codex":[0.9994329,0.0001216513,0.00005359801,0.0002043633,0.00009594663,0.00009163275],"domain_scores_gemma":[0.9990072,0.0001576667,0.0003385755,0.0001035873,0.0001050939,0.0002880243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009514516,0.00003312246,0.9988784,0.000004935639,0.00005231709,0.00007701585,0.00008706265,0.00002215203,0.0002022386,0.00001293278,0.00004872751,0.0004859043],"study_design_scores_gemma":[0.000002687304,0.00005785994,0.9993394,0.000001184615,0.00001800617,0.0002254091,0.0002182836,0.00003849355,0.00001259492,0.00001582942,0.00006715411,0.000003093998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990177,0.0002429348,0.00006879478,0.00002211328,0.000004272194,0.000005277454,0.000238369,0.000003060079,0.0003974086],"genre_scores_gemma":[0.9995215,0.00008776683,0.00002560318,0.00001741034,0.00001107243,0.000004414248,0.0002542542,0.000002097524,0.0000758857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003880169,"threshold_uncertainty_score":0.007715166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0383324612901228,"score_gpt":0.3433728178215954,"score_spread":0.3050403565314726,"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."}}