{"id":"W4232647500","doi":"10.1002/9780471420194.tnmc29.pub2","title":"Breast Tumours","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Breast tumours; Section (typography); Cluster (spacecraft); Lymph; Pathology; Medicine; Breast cancer; Computer science; Internal medicine; Cancer","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":[0.00001624901,0.0002521071,0.0002063693,0.00004760464,0.00002436364,0.000006432253,0.0001652151,0.0003279964,0.003273042],"category_scores_gemma":[0.00000944349,0.0002194299,0.00008628746,0.00003749951,0.00009032843,3.271983e-7,0.0001142133,0.0001421457,0.0001231097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008625784,"about_ca_system_score_gemma":0.00005944532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001780761,"about_ca_topic_score_gemma":0.002633683,"domain_scores_codex":[0.9992722,0.00001162942,0.00009170468,0.0003399223,0.00008922966,0.0001953165],"domain_scores_gemma":[0.9994047,0.000003196821,0.00009117164,0.0004168486,0.00002540421,0.0000586617],"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":[0.000022607,0.0001380457,0.0005509995,0.00001630523,0.0001484634,0.000006952352,0.000004453688,7.754144e-8,0.001321585,0.000008352204,0.9883562,0.009425934],"study_design_scores_gemma":[0.0003729556,0.00002853905,0.00354152,0.00004662044,0.00005508405,0.000101541,0.000009063674,2.865114e-7,0.0003712778,0.000006676596,0.9952285,0.0002379782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002852462,0.007125034,0.00006297106,0.001800236,0.001866304,0.0005555947,0.05416054,0.0003236127,0.9312533],"genre_scores_gemma":[0.003977895,0.0006148325,0.002228883,0.000344256,0.005105139,0.00004154107,0.01402983,0.0006232474,0.9730344],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04178113,"threshold_uncertainty_score":0.9976381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00606652269142849,"score_gpt":0.2564443731039966,"score_spread":0.2503778504125682,"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."}}