{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000762995,0.0001599019,0.000347505,0.00005630002,0.00003917842,0.00002580069,0.0000222804,0.00006408381,0.000124894],"category_scores_gemma":[0.00002226825,0.0001133082,0.00001882529,0.0001012599,0.00004058329,0.00006178916,0.0000182944,0.00005207585,0.00001855096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001399068,"about_ca_system_score_gemma":0.00009471721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001427682,"about_ca_topic_score_gemma":0.0004405682,"domain_scores_codex":[0.9992152,0.000043345,0.0001329168,0.000255253,0.0001628358,0.0001904519],"domain_scores_gemma":[0.9995369,0.0001506704,0.00006073197,0.0001154089,0.00005053952,0.0000857517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003040831,0.0002076593,0.9984673,0.00004724772,0.0001236036,0.0001669396,0.0002078131,0.000001275981,0.00004584716,0.00006061258,0.00008388558,0.0002837034],"study_design_scores_gemma":[0.00714215,0.0001288516,0.9911902,0.0007919758,0.0001016619,0.00003844677,0.00008439225,0.0001459808,0.0001917543,0.00001807745,0.00003240732,0.0001341154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936637,0.001740686,7.789744e-7,0.0003905568,0.00007910165,0.0002878563,0.0001024898,0.00002506667,0.00370982],"genre_scores_gemma":[0.9979438,0.0003361562,0.00003161773,0.0003566699,0.00005132215,0.00003560511,0.0001086924,0.00002179986,0.001114339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007277142,"threshold_uncertainty_score":0.4620576,"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."}}