{"id":"W2997471575","doi":"10.1002/9780471420194.tnmc24.pub2","title":"Bone","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Cancer Diagnosis and Treatment","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; Medicine; 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":[0.00001371824,0.0001565717,0.0003430528,0.0001001206,0.00000821222,0.000004055659,0.00003252847,0.0002194624,0.08675291],"category_scores_gemma":[0.0000133579,0.0001175863,0.00009611472,0.00005003401,0.00002989282,0.000003260177,0.00001926746,0.0002220996,0.0006271215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003348682,"about_ca_system_score_gemma":0.00007511846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004016694,"about_ca_topic_score_gemma":0.001953043,"domain_scores_codex":[0.9994425,0.000003183065,0.0001017977,0.0001942264,0.0001321144,0.0001261649],"domain_scores_gemma":[0.9994494,0.00001161408,0.00006720871,0.000359584,0.00001424798,0.00009788932],"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":[0.00001093688,0.0005279934,0.0002423289,0.00005710695,0.00009868661,0.0001304047,0.000005232487,4.907093e-9,0.00002775218,0.00002781067,0.9642813,0.03459046],"study_design_scores_gemma":[0.0009162851,0.0001076727,0.001492221,0.0003660164,0.000195212,0.00003567084,0.000002284273,0.000001276869,0.00003782541,0.000007773862,0.9967377,0.0001000892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002751,0.005179905,0.000002457142,0.002869797,0.0005957045,0.0004536239,0.003342015,0.0002710223,0.9870104],"genre_scores_gemma":[0.0001330375,0.001345933,0.003012938,0.0007829958,0.002270294,0.00003767754,0.002975478,0.0003297972,0.9891118],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08612578,"threshold_uncertainty_score":0.9140819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642455829418865,"score_gpt":0.3148294596554382,"score_spread":0.2984049013612495,"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."}}