{"id":"W3116004252","doi":"10.1016/j.eururo.2020.11.022","title":"Evidence for Focal Grade Group Progression in Low-risk Prostate Cancer","year":2020,"lang":"en","type":"letter","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Prostate cancer; Prostate; Oncology; Internal medicine; Prostate disease; Gynecology; Urology; 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":[0.006722738,0.000300238,0.001252828,0.001040322,0.001626545,0.002427129,0.001800206,0.0141231,0.01578259],"category_scores_gemma":[0.0431845,0.0002782378,0.001281673,0.001158047,0.002121531,0.002360321,0.001418268,0.01161431,0.003919782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003155136,"about_ca_system_score_gemma":0.003940405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008703062,"about_ca_topic_score_gemma":0.01995821,"domain_scores_codex":[0.9955121,0.002047654,0.0005425083,0.0003784128,0.001058927,0.0004605053],"domain_scores_gemma":[0.9623133,0.02681898,0.002375799,0.0009176271,0.004978584,0.002595772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001215043,0.0001007062,0.01430602,0.00100704,0.0001837955,0.001945667,0.000185972,0.0001842496,0.0003119787,0.006473538,0.8699401,0.1041459],"study_design_scores_gemma":[0.001085647,0.0005964892,0.02992019,0.00503659,0.0006508722,0.004625977,0.0009962401,0.0005440051,0.0004252919,0.02924763,0.926764,0.000107049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003402223,0.02300058,0.0001848614,0.9386905,0.01225694,0.000018291,0.000425092,0.00003334463,0.02198811],"genre_scores_gemma":[0.06097646,0.01407129,0.0005617827,0.8604602,0.05218118,0.00005048051,0.0004937793,0.00004084151,0.01116406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01578259,"threshold_uncertainty_score":0.05279803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05535925792443552,"score_gpt":0.3323087619557301,"score_spread":0.2769495040312946,"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."}}