{"id":"W4231566645","doi":"10.1002/0471463736.tnmp37.pub2","title":"Prostate Cancer","year":2006,"lang":"en","type":"other","venue":"TNM Online","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Prostate cancer; Medicine; Disease; Cancer; Oncology; Population; Metastasis; Prostate; Incidence (geometry); Internal medicine; Prostate-specific antigen","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001553844,0.0002619637,0.0004387005,0.0001202528,0.00001462143,0.000008078402,0.00004846603,0.0001530243,0.01032195],"category_scores_gemma":[0.000005389596,0.0001965588,0.00009838619,0.0001024474,0.00004446581,0.00000883804,0.00002411317,0.0001516372,0.0001527455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630811,"about_ca_system_score_gemma":0.0002001058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002237806,"about_ca_topic_score_gemma":0.002649939,"domain_scores_codex":[0.999078,0.000007807388,0.0001678017,0.0003178915,0.0001838377,0.0002446434],"domain_scores_gemma":[0.9994147,0.000009579913,0.0001268998,0.0003127049,0.00003306264,0.0001030478],"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":[0.00002629905,0.0004535726,0.003682323,0.0002074304,0.0001800072,0.0001475942,0.00001161465,5.689308e-7,0.000007815977,0.00001050288,0.9693372,0.02593508],"study_design_scores_gemma":[0.001326637,0.0001534357,0.004107711,0.001297385,0.0002593165,0.000007519717,0.000003746997,0.000005170657,0.00007404551,0.00001383687,0.9925706,0.0001805385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006812981,0.04334082,0.000002785618,0.00438235,0.0006952159,0.001795895,0.03488288,0.0006023105,0.9136164],"genre_scores_gemma":[0.0001443046,0.008450496,0.0008284026,0.0008375272,0.001444922,0.0002917771,0.008622431,0.0004956949,0.9788845],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.065268,"threshold_uncertainty_score":0.9905828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560139479982292,"score_gpt":0.3144543262044351,"score_spread":0.2988529314046122,"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."}}