{"id":"W2176907647","doi":"10.1007/978-1-4419-0449-2_3","title":"Prostate Cancer: A Pathological Perspective","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Intraepithelial neoplasia; Prostate cancer; Grading (engineering); High-grade prostatic intraepithelial neoplasia; Adenocarcinoma; Lymph node; Oncology; Androgen deprivation therapy; Cancer; Pathology; Biopsy; Prostate; Internal medicine; Biology","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":[0.0003414532,0.0007694055,0.0006151109,0.001597494,0.0007450535,0.002213098,0.0008043932,0.001324347,0.01519694],"category_scores_gemma":[0.000557542,0.0002997366,0.0003371855,0.001217845,0.002006174,0.002216365,0.001128736,0.004161283,0.006957078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544052,"about_ca_system_score_gemma":0.001852345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002470434,"about_ca_topic_score_gemma":0.007789184,"domain_scores_codex":[0.9998437,0.00004145918,0.00000762102,0.00002322879,0.000066022,0.00001791807],"domain_scores_gemma":[0.9998502,0.00007444852,0.000007905162,0.00000954275,0.00003886814,0.00001914905],"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":[0.00002333608,0.00005212596,0.0001027647,0.0006864537,0.00000804903,0.0002684056,0.0003951677,0.0008120619,0.0007019886,0.3043977,0.4619123,0.2306397],"study_design_scores_gemma":[0.000001634163,0.000008217548,0.00008403734,0.0002138975,0.000003186801,0.000417865,0.00005725407,0.00005916116,0.00007893109,0.01919717,0.9798743,0.000004427407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0007435976,0.3430526,0.00743269,0.02113404,0.01319343,0.00004829717,0.0001871678,0.0001124111,0.6140956],"genre_scores_gemma":[0.009962027,0.2695706,0.005801452,0.01344158,0.008030766,0.00009614381,0.0002136859,0.0001689231,0.6927147],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01519694,"threshold_uncertainty_score":0.05083889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04214662313099363,"score_gpt":0.3504548857830324,"score_spread":0.3083082626520387,"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."}}