{"id":"W4415735083","doi":"10.30683/1929-2279.2025.14.21","title":"Efficacy of Melatonin Oral Gel in Reducing Oral Mucositis in Patients with Head and Neck Cancer under Chemoradiation","year":2025,"lang":"","type":"article","venue":"Journal of cancer research updates","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mucositis; Melatonin; Head and neck cancer; Visual analogue scale; Radiation therapy; Cancer; Glutathione","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":[0.0004369723,0.0003174141,0.001057633,0.0002421363,0.0002546403,0.0002808033,0.000245884,0.0004484639,0.001760579],"category_scores_gemma":[0.0005199101,0.000181384,0.0005950885,0.0001453132,0.0002228704,0.0002736971,0.0001761501,0.0006312155,0.000140463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001176651,"about_ca_system_score_gemma":0.0003255587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002504292,"about_ca_topic_score_gemma":0.0006420173,"domain_scores_codex":[0.9998332,0.00006518421,0.00001953347,0.0000249428,0.00003304844,0.00002405276],"domain_scores_gemma":[0.9997827,0.00004944367,0.00007101274,0.00001276137,0.00002429796,0.00005972412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5023753,0.07609656,0.01997361,0.007618435,0.001979327,0.0004564424,0.0005315639,0.0006101688,0.1394721,0.000197515,0.001584029,0.249105],"study_design_scores_gemma":[0.05153034,0.8826122,0.04837677,0.0002507718,0.001353029,0.0002471198,0.000217778,0.000568225,0.01165983,0.00007483769,0.003082951,0.00002611187],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909263,0.007942892,0.0001215171,0.000149508,0.0001270978,0.0002791036,0.00006208797,0.000017439,0.0003741285],"genre_scores_gemma":[0.9943739,0.003606348,0.0005820505,0.0002007991,0.0001617314,0.0002966207,0.00008173069,0.000003151544,0.0006937397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001760579,"threshold_uncertainty_score":0.005889714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05256541997117795,"score_gpt":0.4565256200087765,"score_spread":0.4039602000375985,"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."}}