{"id":"W2032211788","doi":"10.1034/j.1600-0714.2002.310603.x","title":"The relationship between MMPs and pH in whole saliva of radiated head and neck cancer patients","year":2002,"lang":"en","type":"article","venue":"Journal of Oral Pathology and Medicine","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Saliva; Head and neck cancer; Matrix metalloproteinase; Zymography; Radiation therapy; Gelatinase; Medicine; Gelatinase A; Oral mucosa; Cancer; Pathogenesis; Gastroenterology; Pathology; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004831734,0.00009023732,0.0004184747,0.0001179626,0.00007240081,0.000001831788,0.0000280053,0.00009297092,0.0000149964],"category_scores_gemma":[0.0003269328,0.00005061575,0.00001574388,0.0001220557,0.0003350142,0.00005390017,0.0000143769,0.0002962703,4.221815e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005726508,"about_ca_system_score_gemma":0.00003678945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009288992,"about_ca_topic_score_gemma":0.00007345346,"domain_scores_codex":[0.999008,0.00009910202,0.0004943827,0.00009632881,0.0001418436,0.0001603378],"domain_scores_gemma":[0.9990606,0.000333668,0.0002781101,0.0000734629,0.0000883212,0.0001658776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002229666,0.00006042215,0.9763412,0.0000721816,0.00002086784,0.00007579006,0.0007749291,3.531997e-7,0.00005201615,0.00002331087,0.0009592711,0.02139672],"study_design_scores_gemma":[0.007300731,0.002878812,0.9866762,0.0005401936,0.0001328836,0.0001877103,0.0001116425,0.00001127226,0.00002305437,0.0003973894,0.001703875,0.00003620195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557533,0.02252663,0.000001491618,0.02133446,0.0001485377,0.0001648682,0.000006916013,0.000002225617,0.00006159649],"genre_scores_gemma":[0.995536,0.003644428,0.0001373406,0.0004064245,0.0001326783,0.000002899626,0.000002517713,0.000006648631,0.0001310221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03978277,"threshold_uncertainty_score":0.206405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0976948652732021,"score_gpt":0.3902028594628453,"score_spread":0.2925079941896432,"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."}}