{"id":"W2080826778","doi":"10.4021/wjon581e","title":"Cancer Therapy: A Continuance of Health Burden","year":2012,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer; Radiation therapy; Quality of life (healthcare); Head and neck cancer; Cancer therapy; Internal medicine; Surgery; Nursing","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":[0.0008408164,0.0001513837,0.0003237126,0.000715382,0.001157549,0.001643609,0.0002747668,0.0007641533,0.005979284],"category_scores_gemma":[0.002263219,0.00007088476,0.0001688101,0.001337861,0.0007239087,0.0009562147,0.001409201,0.0008370417,0.0005807802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141672,"about_ca_system_score_gemma":0.001388039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001354859,"about_ca_topic_score_gemma":0.002294388,"domain_scores_codex":[0.9989488,0.0003718871,0.00005955456,0.00009179797,0.0004192245,0.0001088919],"domain_scores_gemma":[0.9979674,0.0005106374,0.0006504523,0.00009066599,0.0002992522,0.0004815636],"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":[0.0002661189,0.0003265864,0.3357895,0.00198563,0.0001668863,0.003096181,0.003905769,0.0008412598,0.005093043,0.01114733,0.07198497,0.5653969],"study_design_scores_gemma":[0.00004556646,0.0008242298,0.5586931,0.001846133,0.0001215685,0.01031979,0.01774435,0.001091781,0.0008228954,0.0118763,0.3965497,0.00006452885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6702584,0.09746377,0.002651152,0.1666887,0.001569191,0.0001237427,0.001020784,0.0001381396,0.06008608],"genre_scores_gemma":[0.9447231,0.04152113,0.00125164,0.005640733,0.001471181,0.00004504844,0.0003297823,0.00001939783,0.00499808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005979284,"threshold_uncertainty_score":0.02000266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09407869711742896,"score_gpt":0.4609254389735431,"score_spread":0.3668467418561142,"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."}}