{"id":"W7116801226","doi":"10.17219/dmp/178326","title":"Identification of salivary volatile organic compounds as the potential diagnostic markers of oral cancer by the gas chromatography–mass spectrometry analysis","year":2025,"lang":"en","type":"article","venue":"Dental and Medical Problems","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Metabolomics; Gas chromatography–mass spectrometry; Identification (biology); Mass spectrometry; Cancer","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":[0.0003461986,0.000409044,0.0002751075,0.001244354,0.0002634507,0.000353017,0.0002093333,0.000412781,0.0006479911],"category_scores_gemma":[0.0003587908,0.0001121359,0.0003814528,0.0008455741,0.0002088799,0.0001519698,0.0002241751,0.0002238138,0.0001839746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046239,"about_ca_system_score_gemma":0.0002655798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001436783,"about_ca_topic_score_gemma":0.002423338,"domain_scores_codex":[0.9997281,0.00004147052,0.00001898637,0.00005567795,0.0001241425,0.0000316173],"domain_scores_gemma":[0.9998469,0.00002800143,0.00004881953,0.000007287465,0.00005688713,0.00001205082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008795817,0.0002084051,0.3154403,0.0005695614,0.0002785114,0.0005565612,0.0004050162,0.0003368086,0.6227965,0.0002347415,0.0005333515,0.05776081],"study_design_scores_gemma":[0.00003308709,0.001547754,0.6654298,0.0001336402,0.0005972933,0.003468804,0.001295511,0.004533647,0.315075,0.0004567667,0.007360361,0.00006837449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985011,0.008524225,0.00386183,0.00009637589,0.00004313009,0.00007414307,0.001046611,0.00006109263,0.001281599],"genre_scores_gemma":[0.9905931,0.002277677,0.005847897,0.00009916345,0.00002778251,0.00004669058,0.0004514151,0.000005872078,0.0006504098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001436783,"threshold_uncertainty_score":0.002856791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002761669707295721,"score_gpt":0.2152457174078706,"score_spread":0.2124840477005749,"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."}}