{"id":"W2071932144","doi":"10.1016/j.juro.2006.06.103","title":"Modeling Prostate Specific Antigen Kinetics in Patients on Active Surveillance","year":2006,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Women's College Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Prostate-specific antigen; Kinetics; Antigen; Prostate; Immunology; Internal medicine; Cancer","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":[0.00224055,0.0007010988,0.0008599476,0.0007318472,0.0002217794,0.001074106,0.0008276603,0.0008024341,0.001120296],"category_scores_gemma":[0.008413156,0.0005059868,0.001083936,0.0004272847,0.0003332295,0.0004276074,0.0004468385,0.0007131443,0.000232355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008254431,"about_ca_system_score_gemma":0.0008105407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01139318,"about_ca_topic_score_gemma":0.004219577,"domain_scores_codex":[0.9994472,0.000256126,0.00002437273,0.0001563573,0.00004926998,0.00006662427],"domain_scores_gemma":[0.9959421,0.002865095,0.0006913945,0.0001779089,0.0001327548,0.0001908276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001398347,0.0002248093,0.1916487,0.00006034872,0.0004040917,0.0003392998,0.0001800684,0.7835906,0.001008775,0.002152133,0.0005999491,0.0183929],"study_design_scores_gemma":[0.00008079644,0.0002574051,0.01077877,0.0000130327,0.00007725157,0.0001379715,0.00002368832,0.9866844,0.0002567799,0.001382355,0.0002962508,0.00001132262],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592826,0.0004273444,0.03811765,0.0004113017,0.00002751083,0.00006266541,0.0006114737,0.0001104772,0.0009489314],"genre_scores_gemma":[0.9952041,0.0001248695,0.003496926,0.00004241553,0.00001631084,0.0000380881,0.000413511,0.00001033751,0.0006535292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01139318,"threshold_uncertainty_score":0.02265376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138744908263112,"score_gpt":0.246712100786579,"score_spread":0.2328376099602678,"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."}}