{"id":"W2998105801","doi":"10.1002/9780471420194.tnmc40.pub2","title":"Prostate","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Prostate cancer; Stage (stratigraphy); Medicine; Prostate carcinoma; Oncology; Prostate; Internal medicine; Gynecology; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003431923,0.0001856012,0.0003074782,0.0001859234,0.00001765248,0.000008525616,0.00007469855,0.0002756934,0.04375132],"category_scores_gemma":[0.00002510034,0.0001252921,0.00007396056,0.000106473,0.00009491737,0.000008313482,0.00004059902,0.000521064,0.0007703525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003445664,"about_ca_system_score_gemma":0.0002365233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000980423,"about_ca_topic_score_gemma":0.000259562,"domain_scores_codex":[0.9991469,0.000008869401,0.0001071111,0.0002446295,0.0002351352,0.0002574018],"domain_scores_gemma":[0.9993715,0.00001099193,0.00005754106,0.0003680433,0.00003763894,0.000154342],"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":[0.00008719033,0.0002402055,0.0002550309,0.000187782,0.0001107223,0.0002000691,0.00002137217,4.008994e-9,0.0003888553,0.000009503286,0.9722252,0.02627402],"study_design_scores_gemma":[0.001331549,0.0001636023,0.0003547866,0.0003406826,0.00006605734,0.0000224424,0.000007708929,0.000004643912,0.0001659282,0.00001874824,0.9974031,0.0001207728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003829425,0.002818085,0.000001897718,0.002196209,0.0003615375,0.000945543,0.004252208,0.00036831,0.9886733],"genre_scores_gemma":[0.00004712682,0.001448986,0.001654673,0.0002225708,0.001243832,0.00003779708,0.006689918,0.0004124793,0.9882426],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04298097,"threshold_uncertainty_score":0.990158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247513613404373,"score_gpt":0.3602554329488408,"score_spread":0.3355040716084035,"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."}}