{"id":"W3202554305","doi":"10.30683/1927-7229.2018.07.04.4","title":"Chronic Inflammatory Mediators Induced Malignant Changes in Tumor Microenvironment of Oral Squamous Cell Carcinoma-New Insight","year":2018,"lang":"en","type":"article","venue":"Journal of Analytical Oncology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tumor microenvironment; Cancer research; Immune system; Medicine; Cancer; Inflammation; Immunology; Carcinogenesis; Tumor progression; Carcinogen; Innate immune system; Biology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003396457,0.000345179,0.0004604448,0.0009947494,0.000202421,0.001035446,0.0002978641,0.0005055987,0.001582173],"category_scores_gemma":[0.000220385,0.0001330658,0.000379859,0.000617689,0.0004552445,0.001134339,0.0004308152,0.0009976099,0.0002825557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004235788,"about_ca_system_score_gemma":0.0005583208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003658585,"about_ca_topic_score_gemma":0.0005690845,"domain_scores_codex":[0.9998441,0.00002487809,0.00001841096,0.00003145833,0.00004586376,0.00003528873],"domain_scores_gemma":[0.9998255,0.00004324154,0.00004048178,0.000009066945,0.0000572475,0.0000245021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001109306,0.000874984,0.03298797,0.0184257,0.0004053906,0.007744938,0.001342597,0.0006703001,0.1590376,0.02619518,0.02195907,0.7292469],"study_design_scores_gemma":[0.0001560441,0.002861388,0.1201064,0.003813002,0.001255421,0.03382311,0.003265623,0.003125537,0.08336777,0.04087209,0.7071844,0.0001691142],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03383978,0.9546182,0.001995582,0.003814965,0.001038922,0.00003390557,0.0001741516,0.00004211564,0.004442334],"genre_scores_gemma":[0.1948687,0.7939086,0.002138888,0.001823242,0.003166329,0.00004927713,0.0002154908,0.000008779819,0.0038207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001582173,"threshold_uncertainty_score":0.005292892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024243082294482,"score_gpt":0.2842223577359965,"score_spread":0.2639799269130517,"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."}}