{"id":"W2620329934","doi":"10.3389/fonc.2017.00089","title":"Radiation-Induced Oral Mucositis","year":2017,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":450,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Mucositis; Medicine; Radiation therapy; Head and neck cancer; Cancer; Head and neck; Adverse effect; Oncology; Surgery; Internal medicine","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":[0.0004225721,0.0007294543,0.001248997,0.001421537,0.0003826685,0.001163215,0.0005958391,0.0008805685,0.004800005],"category_scores_gemma":[0.001174628,0.0001766301,0.0009243393,0.001323547,0.0004930024,0.0007676519,0.0007836367,0.001125554,0.00135593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005873868,"about_ca_system_score_gemma":0.001075678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286966,"about_ca_topic_score_gemma":0.001814496,"domain_scores_codex":[0.9994037,0.0001150585,0.00009000849,0.00008375211,0.0002496169,0.00005793804],"domain_scores_gemma":[0.9995546,0.0001730524,0.0001212533,0.00001760642,0.0001112868,0.00002212297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009512535,0.0001008499,0.001099508,0.0395745,0.0002820657,0.0007929775,0.0001944983,0.0002920866,0.002754919,0.002861209,0.04339357,0.9085587],"study_design_scores_gemma":[0.00004680389,0.0001865031,0.006697087,0.01820967,0.0004714929,0.01253256,0.0002520302,0.000115492,0.001765453,0.002960016,0.9567247,0.00003817947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006519966,0.9941611,0.0002206968,0.0003651775,0.000203852,0.00002909376,0.0001066712,0.00002093431,0.00424053],"genre_scores_gemma":[0.007391824,0.9899706,0.0002497492,0.0004754587,0.0002007699,0.00002078196,0.0001196039,0.000004174642,0.001567082],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004800005,"threshold_uncertainty_score":0.01605755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2333541786210108,"score_gpt":0.527897444897959,"score_spread":0.2945432662769482,"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."}}