{"id":"W4410016868","doi":"10.1101/2025.04.28.25326099","title":"Exploring the Role of Oxidative Stress in Metallic Taste During Head and Neck Cancer Treatment: A Study of Salivary Malondialdehyde and Therapeutic Interventions","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Seed Growers Association","funders":"","keywords":"Malondialdehyde; Oxidative stress; Head and neck cancer; Taste; Psychological intervention; Medicine; Head and neck; Cancer; Internal medicine; Psychology; Surgery; Nursing; Neuroscience","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":[0.0007552483,0.0002157045,0.0003570072,0.0003953447,0.0002441111,0.0004542685,0.0001543651,0.0003869012,0.000894764],"category_scores_gemma":[0.0007359304,0.0001175576,0.0005475268,0.0004397425,0.0001880788,0.0002617415,0.0002149919,0.0002534459,0.00008569669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002822173,"about_ca_system_score_gemma":0.0004243667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000678895,"about_ca_topic_score_gemma":0.0009700209,"domain_scores_codex":[0.9997351,0.0001113029,0.00002324811,0.00003983077,0.00005131051,0.00003918294],"domain_scores_gemma":[0.9995672,0.00009755501,0.0001987406,0.00001440757,0.00006807048,0.00005405275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00531399,0.002280712,0.8690294,0.001448723,0.0006070347,0.0006593661,0.0009636539,0.0001666918,0.02639023,0.0001096626,0.0002710879,0.09275931],"study_design_scores_gemma":[0.00006142964,0.006677311,0.9870935,0.00009713173,0.0003989456,0.0005148071,0.0008665533,0.0002316624,0.002906409,0.00007892319,0.001061259,0.00001208969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934361,0.005932592,0.0001249414,0.00008635616,0.0000130541,0.00003796496,0.00004248052,0.000001717245,0.0003248066],"genre_scores_gemma":[0.9974606,0.001982989,0.0001801212,0.00005093223,0.0000186245,0.00002726161,0.00003259498,6.10745e-7,0.0002461366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000894764,"threshold_uncertainty_score":0.003994167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2843616095699057,"score_gpt":0.3448433850317139,"score_spread":0.06048177546180822,"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."}}