{"id":"W2951533110","doi":"10.1016/j.oooo.2019.02.212","title":"DETERMINING THE INflAMMATORY RESPONSE IN ORAL SQUAMOUS CELL CARCINOMA BY SALIVA ANALYSIS","year":2019,"lang":"en","type":"article","venue":"Oral Surgery Oral Medicine Oral Pathology and Oral Radiology","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Saliva; Basal cell; Medicine; Oncology; Internal medicine","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":[0.0004920078,0.0003016269,0.0004047725,0.001302119,0.0003651954,0.0005594851,0.0001477242,0.0003876529,0.0009543725],"category_scores_gemma":[0.00058305,0.0002043414,0.0003848112,0.0006424868,0.0002916227,0.0002678953,0.0002170333,0.000481073,0.0004127586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001376775,"about_ca_system_score_gemma":0.0002611873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006954969,"about_ca_topic_score_gemma":0.0008148247,"domain_scores_codex":[0.999674,0.00008715219,0.00004295268,0.00003597889,0.00009504873,0.0000649481],"domain_scores_gemma":[0.9997784,0.00006634412,0.00003737323,0.00001531291,0.00006807955,0.00003440804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004038087,0.0004054731,0.501841,0.0002868092,0.0001089369,0.002035879,0.0007245725,0.0001795981,0.4454709,0.0001040103,0.0003658365,0.0444388],"study_design_scores_gemma":[0.00005034598,0.002780452,0.8230371,0.00007319864,0.0003139826,0.005223109,0.002805484,0.001855287,0.1602233,0.0002548537,0.003347988,0.00003488692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933228,0.003297156,0.001102887,0.00005310295,0.00003846011,0.00009598478,0.0002599183,0.00003108281,0.001798523],"genre_scores_gemma":[0.9952865,0.001408326,0.001851944,0.00007654361,0.00004749615,0.0001060813,0.0002845047,0.000007701189,0.0009308555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001302119,"threshold_uncertainty_score":0.003192663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769885322876875,"score_gpt":0.2609066732061618,"score_spread":0.2432078199773931,"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."}}