{"id":"W2794437621","doi":"10.1177/0022034518758045","title":"Altered Immune-Related Gene Expressions Indicate Oral Cancer Nodal Disease","year":2018,"lang":"en","type":"article","venue":"Journal of Dental Research","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"Terry Fox Research Institute","keywords":"Medicine; Carcinogenesis; Lymph node; Gene expression; Cancer; Immune system; Gene; Oncology; Internal medicine; Pathology; Biology; Immunology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001475061,0.0001016083,0.0001481424,0.000345336,0.000148179,0.000191478,0.00008646822,0.0001314126,0.001111321],"category_scores_gemma":[0.0001974234,0.00005763604,0.000102436,0.0003590343,0.0002015392,0.00008453877,0.0001208303,0.0001444597,0.0001122201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001925746,"about_ca_system_score_gemma":0.0001283013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676622,"about_ca_topic_score_gemma":0.0035273,"domain_scores_codex":[0.9999157,0.000009522021,0.000005665939,0.00002315265,0.00001934427,0.00002654869],"domain_scores_gemma":[0.9999328,0.00002055052,0.00001896025,0.000005277192,0.00001207288,0.00001037346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001391357,0.00008684291,0.4257043,0.0001427159,0.00008190082,0.0002672783,0.0001435278,0.0002521876,0.5570449,0.00007965035,0.0003268785,0.0144785],"study_design_scores_gemma":[0.00001371593,0.0002227857,0.9770958,0.000005773351,0.00004462851,0.0003757185,0.0001496044,0.0003994218,0.02092006,0.00004552731,0.0007240714,0.000002932888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988567,0.0003075934,0.0001535503,0.00001157244,0.000002189546,0.000008010838,0.0003236233,0.000004195752,0.0003326554],"genre_scores_gemma":[0.998561,0.0001766926,0.0003340056,0.00002545593,0.000002821887,0.00001273505,0.0004212477,0.000001699687,0.0004643489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001676622,"threshold_uncertainty_score":0.00371778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1264370422442903,"score_gpt":0.4833354162203131,"score_spread":0.3568983739760228,"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."}}