{"id":"W4396645728","doi":"10.1111/jvim.17092","title":"Salivary metabolomic identification of biomarker candidates for oral melanoma and oral squamous cell carcinoma in dogs","year":2024,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Metabolomics Innovation Centre; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Chulalongkorn University; Canada Foundation for Innovation; Genome Canada","keywords":"Medicine; Saliva; Metabolite; Metabolomics; Heterocyclic amine; Metabolome; Biomarker; Cancer; Internal medicine; Gastroenterology; Biochemistry; Chromatography; Carcinogen; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001950124,0.000338521,0.0003336135,0.0009369503,0.0002028322,0.0004191677,0.0001284976,0.0003696929,0.0006396095],"category_scores_gemma":[0.0002392711,0.0001558327,0.0002603341,0.0004674729,0.0002237694,0.000238889,0.0002621168,0.0002142742,0.0001609741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002650582,"about_ca_system_score_gemma":0.0001694494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006734735,"about_ca_topic_score_gemma":0.001505733,"domain_scores_codex":[0.9998688,0.00001356462,0.000008018474,0.00005065638,0.00003582612,0.00002315503],"domain_scores_gemma":[0.9998322,0.00001664493,0.0000740565,0.000008211629,0.0000408402,0.00002805916],"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":[0.001759465,0.0001314115,0.2497438,0.0002239915,0.0001328472,0.0002725108,0.0001732332,0.00026837,0.7339516,0.00007110629,0.0002717131,0.01299986],"study_design_scores_gemma":[0.00002278847,0.001823091,0.8959063,0.00002827715,0.0002753215,0.001466604,0.0005046277,0.002389788,0.09464469,0.0001839779,0.002729081,0.00002546946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978376,0.0006013553,0.0006734427,0.00002971826,0.000004757978,0.00001591217,0.0006205071,0.00001874677,0.000197922],"genre_scores_gemma":[0.9956412,0.000385077,0.002088623,0.00006730307,0.000006590379,0.00002887935,0.001351646,0.000009933036,0.0004207607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009369503,"threshold_uncertainty_score":0.002139747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03618604537360237,"score_gpt":0.3266767709744394,"score_spread":0.290490725600837,"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."}}