{"id":"W2997137966","doi":"10.1002/9780471420194.tnmc41.pub2","title":"Testis","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Distant metastasis; Lymph node metastasis; Stage (stratigraphy); Metastasis; Lymph node; Medicine; Lymph; Pathology; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001667994,0.000156387,0.0003679072,0.00007601358,0.000009581206,0.000004357522,0.00006518479,0.0004756444,0.08365166],"category_scores_gemma":[0.0009444905,0.0001111531,0.00006687129,0.00007333034,0.00006593025,0.000003069546,0.00002944969,0.0003919907,0.001102274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004509714,"about_ca_system_score_gemma":0.00006025868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000603096,"about_ca_topic_score_gemma":0.0002691984,"domain_scores_codex":[0.9994066,0.000005247958,0.0001225312,0.0001801402,0.0001263051,0.0001591394],"domain_scores_gemma":[0.9994057,0.00008714146,0.00005733316,0.0002876679,0.00002231111,0.0001398213],"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":[0.000005417515,0.0003410898,0.0004074609,0.00008890525,0.00001770412,0.000150968,0.000002617825,6.411997e-9,0.00001449466,0.0002120921,0.9906043,0.008154927],"study_design_scores_gemma":[0.0003865079,0.0001187742,0.0008405329,0.000286839,0.00006528466,0.00004123538,0.000004788303,0.00001018253,0.000004801443,0.0001531972,0.9979637,0.0001241167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001489342,0.001005865,0.00005506991,0.001353399,0.0002207104,0.0002548086,0.00155478,0.0003421439,0.9950643],"genre_scores_gemma":[0.0001264485,0.0004320022,0.01317547,0.002136809,0.0007711726,0.000009652048,0.002425142,0.0002714152,0.9806519],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08254939,"threshold_uncertainty_score":0.9996755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02181930519252142,"score_gpt":0.3147822801929671,"score_spread":0.2929629750004457,"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."}}