{"id":"W2932908716","doi":"10.1002/hed.25742","title":"Examined and positive lymph nodes counts and lymph nodes ratio are associated with survival in major salivary gland cancer","year":2019,"lang":"en","type":"article","venue":"Head & Neck","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Lymph; Internal medicine; Epidemiology; Oncology; Salivary gland cancer; Salivary gland; Stage (stratigraphy); Parotid gland; Cancer; Chemotherapy; Pathology; 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":[0.0002613809,0.000177785,0.0001424248,0.0003704526,0.0001438601,0.0002336112,0.0001683509,0.0001712172,0.0013712],"category_scores_gemma":[0.00108933,0.00009737319,0.0002567865,0.0003962362,0.0002087805,0.0002020404,0.000242552,0.0002875356,0.0001245316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001984894,"about_ca_system_score_gemma":0.0002459379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479169,"about_ca_topic_score_gemma":0.003037219,"domain_scores_codex":[0.9998959,0.00002326245,0.00001525144,0.00002130379,0.00001994394,0.00002430428],"domain_scores_gemma":[0.9993443,0.0001435541,0.0003183165,0.0000268918,0.00004294331,0.0001239968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004601394,0.000005031907,0.9989833,0.000006697348,0.000009507328,0.00002970478,0.00000768981,0.00002811309,0.0001373078,0.000003939403,0.00002662148,0.0007158931],"study_design_scores_gemma":[0.000002275656,0.00003257948,0.9992805,0.000003184027,0.00002044964,0.000290845,0.000040032,0.00009109628,0.00009405157,0.00001689262,0.000126908,0.000001312293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990377,0.0004358736,0.00005262761,0.00003433956,0.000004577381,0.000002703198,0.0001917939,0.000002389321,0.0002380689],"genre_scores_gemma":[0.9997028,0.000075875,0.00003169511,0.000005571343,0.000005490928,0.000001661866,0.0001248261,4.536483e-7,0.00005171083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001479169,"threshold_uncertainty_score":0.004587114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601057573469317,"score_gpt":0.2644318296996902,"score_spread":0.248421253964997,"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."}}