{"id":"W2129187957","doi":"10.1002/hed.1049","title":"Quality of life and oral function in patients treated with radiation therapy for head and neck cancer","year":2001,"lang":"en","type":"article","venue":"Head & Neck","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":285,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital; BC Cancer Agency","funders":"","keywords":"Head and neck cancer; Radiation therapy; Medicine; Quality of life (healthcare); Head and neck; Cancer; Oncology; Radiology; Internal medicine; 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":[0.0001052795,0.0001070245,0.0002996727,0.00005854161,0.00003475904,0.000004225252,0.0000110401,0.00005933661,0.0000219524],"category_scores_gemma":[0.00001529976,0.00007887976,0.00001655539,0.0001415029,0.00003146604,0.00006970049,0.000003639675,0.00005218751,5.180447e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001817146,"about_ca_system_score_gemma":0.000118201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005132936,"about_ca_topic_score_gemma":0.002510363,"domain_scores_codex":[0.9991941,0.00003773496,0.0002594434,0.0001977793,0.0001317782,0.000179098],"domain_scores_gemma":[0.9995461,0.00003726878,0.0001026557,0.0001102835,0.00008227611,0.000121465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01075223,0.0002935897,0.8842819,0.0001519141,0.00002788229,5.25136e-7,0.0001387807,0.000003321152,0.00002578839,0.000007578231,0.0001505919,0.1041659],"study_design_scores_gemma":[0.01957686,0.00472227,0.9727892,0.0001232213,0.00001912467,7.894546e-7,0.00001788566,0.0001116589,0.00006724639,0.00002116265,0.002482994,0.00006756583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959266,0.001919352,0.000009283068,0.0008722296,0.0000544015,0.001125448,0.00002505592,0.00001717347,0.00005049293],"genre_scores_gemma":[0.9975926,0.001125099,0.0002314161,0.0007182306,0.0000446071,0.0001459463,0.00004925816,0.00001484283,0.00007804457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1040984,"threshold_uncertainty_score":0.7759498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.068192602130735,"score_gpt":0.3852000218086027,"score_spread":0.3170074196778677,"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."}}