{"id":"W2997595900","doi":"10.1002/9780471420194.tnmc16.pub2","title":"Gallbladder","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","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; Gallbladder cancer; Medicine; Stage (stratigraphy); Metastasis; Lymph node; 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":[],"category_scores_codex":[0.00002827757,0.0003032614,0.0005531308,0.0002006965,0.00002580836,0.000009263864,0.0001118187,0.0003964434,0.05738252],"category_scores_gemma":[0.00004583865,0.0002433694,0.0001756045,0.0001141701,0.0001015054,0.000009648531,0.00007481676,0.0006146178,0.0006441378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002458587,"about_ca_system_score_gemma":0.00012111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001849776,"about_ca_topic_score_gemma":0.001854994,"domain_scores_codex":[0.9989484,0.000008355283,0.0001720581,0.0003525138,0.0002498446,0.0002688146],"domain_scores_gemma":[0.9991378,0.0000181964,0.00009944554,0.0005591601,0.00004474387,0.0001407239],"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":[0.00002154653,0.000146932,0.0009524013,0.000124956,0.000239842,0.0001002105,0.00004149509,4.548807e-9,0.0001130351,0.00001837968,0.9922857,0.005955494],"study_design_scores_gemma":[0.0007882859,0.00008469174,0.006897153,0.0002708716,0.0002383026,0.00006419449,0.00002261534,0.000002550821,0.00001600313,0.00001010646,0.9913689,0.0002362834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002600152,0.005139105,0.000005704575,0.001689229,0.0007714172,0.000361625,0.001513423,0.0004623069,0.9897972],"genre_scores_gemma":[0.0004485165,0.0005308916,0.002318395,0.001567575,0.004329019,0.00002502588,0.001771632,0.000579136,0.9884298],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05673838,"threshold_uncertainty_score":0.9924317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816357497037,"score_gpt":0.2956087163264356,"score_spread":0.2774451413560656,"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."}}