{"id":"W1577924427","doi":"10.1002/9780471420194.tnmc03.pub2","title":"Lip and Oral Cavity","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Distant metastasis; Oral cavity; Lymph node metastasis; Stage (stratigraphy); Medicine; Metastasis; Lymph; Lymph node; Cancer; Pathology; Oncology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003619099,0.0005949305,0.0004667726,0.001612234,0.0008465939,0.002670916,0.0005062288,0.0008840877,0.2049868],"category_scores_gemma":[0.001408593,0.0001325362,0.0004376416,0.001243701,0.0005546234,0.001343426,0.001444223,0.0009484089,0.08121095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005989718,"about_ca_system_score_gemma":0.0008721981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001654564,"about_ca_topic_score_gemma":0.001515356,"domain_scores_codex":[0.9996444,0.00004117383,0.00003390857,0.00005594441,0.0001670724,0.00005742412],"domain_scores_gemma":[0.9997003,0.0000471157,0.00004212161,0.00004307512,0.0001080822,0.00005931778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002334904,0.0001007672,0.003122183,0.00109854,0.00001747391,0.003787387,0.0003143291,0.00008848362,0.004529783,0.01955697,0.2691299,0.6980208],"study_design_scores_gemma":[0.00001617576,0.00006184922,0.007042855,0.0007573848,0.00001639639,0.00816712,0.0003205186,0.00003881023,0.0009769357,0.003628325,0.9789597,0.00001398853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01287966,0.06425437,0.003597772,0.005868508,0.006356253,0.000276991,0.008415301,0.0006024815,0.8977486],"genre_scores_gemma":[0.0835555,0.03403888,0.00439009,0.005021445,0.002525915,0.000269153,0.006093383,0.000340507,0.8637651],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2049868,"threshold_uncertainty_score":0.6857492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823912269569437,"score_gpt":0.3660405958185357,"score_spread":0.3378014731228414,"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."}}