{"id":"W2898576001","doi":"10.1093/annonc/mdy287.066","title":"Patient reports of mouth symptoms after radiotherapy treatment for head and neck cancer: An international survey","year":2018,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Head and neck cancer; Quality of life (healthcare); Family medicine; Radiation therapy; Demographics; Cancer; Health literacy; Health care; Surgery; Nursing; Demography; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002289369,0.0001981869,0.0003601534,0.001284143,0.000343704,0.0006170563,0.0004240398,0.0005838544,0.001995327],"category_scores_gemma":[0.004471024,0.0002587538,0.0004689611,0.001676057,0.0003366723,0.001016819,0.001000537,0.0007115279,0.0005626466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005125673,"about_ca_system_score_gemma":0.0003999515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006261764,"about_ca_topic_score_gemma":0.007004475,"domain_scores_codex":[0.9984541,0.0004797028,0.0003223633,0.0001857603,0.0003419883,0.0002161126],"domain_scores_gemma":[0.9959744,0.0007910889,0.001958795,0.000187656,0.0005895152,0.0004986548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001041857,0.0001229327,0.9908454,0.0001088266,0.00004642731,0.00006830884,0.00201122,0.00004462725,0.0002098506,0.00001534659,0.001188052,0.005234869],"study_design_scores_gemma":[0.000006130781,0.0001737755,0.9963905,0.00002930413,0.00001323104,0.0001561644,0.002178175,0.00005010385,0.00004952211,0.000005393806,0.0009401853,0.000007527603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942059,0.0002682533,0.0001050225,0.000219437,0.000008848094,0.0001435316,0.003134725,0.00001212119,0.001902227],"genre_scores_gemma":[0.996036,0.0004097943,0.0002825954,0.0002815557,0.00001525677,0.000193316,0.002303243,0.000007104223,0.0004712208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006261764,"threshold_uncertainty_score":0.01245064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022313563148118,"score_gpt":0.4478607993427169,"score_spread":0.3456294430279051,"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."}}