{"id":"W28483875","doi":"","title":"Acute oropharyngeal effects of full-course radiation treatment of tumors of the head.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Ear and Head Tumors","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Soft tissue; Radiation therapy; Head and neck cancer; Head and neck; Radiology; Pathology; Oncology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005782918,0.00008124312,0.0003388799,0.00004791582,0.000023002,5.32809e-7,0.00004971367,0.00003430524,0.000009525107],"category_scores_gemma":[0.00004041692,0.00005002597,0.000136971,0.0001468963,0.0001081383,0.00002418626,0.000009606017,0.00003917321,0.00000167703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004876724,"about_ca_system_score_gemma":0.00007764033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008006703,"about_ca_topic_score_gemma":0.000009106158,"domain_scores_codex":[0.9992931,0.00003468186,0.0002203885,0.0000926444,0.000204171,0.0001549832],"domain_scores_gemma":[0.9994451,0.0000601184,0.0001414692,0.0002331282,0.00004829887,0.00007187507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001925175,0.003897814,0.7355236,0.001096913,0.001084699,0.0002603173,0.004554579,0.00003096161,0.04347203,0.0002555267,0.002057782,0.2058405],"study_design_scores_gemma":[0.002047025,0.0004047633,0.8161107,0.0000276208,0.0002229924,0.00006211822,0.00001093294,0.00001216746,0.1809832,0.000008755881,0.00007971621,0.00003005538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970108,0.0007314939,0.000003489737,0.0003143783,0.0001306754,0.0009376521,0.00001011639,0.000009945958,0.0008514816],"genre_scores_gemma":[0.9988274,0.0002021426,0.00003421405,0.00003410274,0.00006852866,0.0001371075,0.000005770644,0.00001004407,0.0006807095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2058105,"threshold_uncertainty_score":0.204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753539759684336,"score_gpt":0.254498382290462,"score_spread":0.2369629846936187,"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."}}