{"id":"W2073604778","doi":"10.1016/j.ucl.2014.01.006","title":"When is Prostate Cancer Really Cancer?","year":2014,"lang":"en","type":"review","venue":"Urologic Clinics of North America","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Prostate cancer; Cancer; Grading (engineering); Prostate; Oncology; Gynecology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002049183,0.0007077323,0.004326995,0.0001729598,0.00006591771,0.00001575216,0.0003764989,0.0003171261,0.0006305732],"category_scores_gemma":[0.0001658253,0.0004844948,0.001083291,0.0003779187,0.0003389925,0.00003586284,0.0001709478,0.0006674469,0.0001047013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002464847,"about_ca_system_score_gemma":0.001497833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009432406,"about_ca_topic_score_gemma":0.0001753674,"domain_scores_codex":[0.9962652,0.0001486567,0.001590633,0.000984267,0.0004240027,0.0005872584],"domain_scores_gemma":[0.9957498,0.0005044458,0.00210114,0.001027502,0.0002906726,0.0003264808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009617746,0.000298607,0.02087527,0.008724479,0.0009983513,0.00005342347,0.0001150116,0.000005614373,5.408476e-9,0.000001954315,0.0169692,0.9518619],"study_design_scores_gemma":[0.0007415037,0.002128566,0.0009324605,0.004807084,0.004547977,0.00001007834,0.000003075809,0.00001214487,2.194532e-7,0.00007028409,0.9863629,0.0003837162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003224018,0.9928766,0.000006239134,0.001582127,0.0005107704,0.002235157,0.001871949,0.00007904972,0.0005157308],"genre_scores_gemma":[0.00006316954,0.9909505,0.0004878488,0.004759349,0.0003884358,0.001894791,0.0006180265,0.00009627426,0.0007416281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9693937,"threshold_uncertainty_score":0.9997607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05951926011180434,"score_gpt":0.3869095330326258,"score_spread":0.3273902729208214,"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."}}