{"id":"W4295049432","doi":"10.1111/bju.15886","title":"<scp>Low‐grade</scp> prostate cancer should still be labelled cancer","year":2022,"lang":"en","type":"letter","venue":"British Journal of Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; York Central Hospital; University Health Network","funders":"","keywords":"Prostate cancer; Cancer; Computer science; Information retrieval; Oncology; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001079482,0.0002774135,0.0004651474,0.0003297246,0.001563446,0.0007572031,0.0003977144,0.009400815,0.08368664],"category_scores_gemma":[0.008418489,0.0002125166,0.0003624601,0.0004445393,0.0003666862,0.0008772276,0.0004571403,0.004053849,0.03740561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001590629,"about_ca_system_score_gemma":0.001807431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0115672,"about_ca_topic_score_gemma":0.01962797,"domain_scores_codex":[0.9992343,0.0002189716,0.0001090658,0.00007404137,0.0001891723,0.0001744128],"domain_scores_gemma":[0.996276,0.001597735,0.0002097554,0.0000978246,0.001364608,0.0004541271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002388915,0.000009018333,0.0005476379,0.00002841355,8.092308e-7,0.0002493921,0.0000369673,0.00001006768,0.0001087744,0.0005216012,0.9954271,0.003036205],"study_design_scores_gemma":[0.0000371444,0.00004407701,0.007228323,0.0002875065,0.000005578792,0.001222484,0.0004296288,0.0001351119,0.0002580093,0.002000798,0.9883321,0.00001919931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004427565,0.001143985,0.0004669894,0.8250341,0.01841765,0.0001755103,0.003930968,0.000235523,0.1461677],"genre_scores_gemma":[0.0373674,0.001667756,0.0007656541,0.683549,0.01292741,0.000317946,0.001621818,0.0001573465,0.2616257],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08368664,"threshold_uncertainty_score":0.2799597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04098180669552866,"score_gpt":0.3282275007080276,"score_spread":0.287245694012499,"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."}}