{"id":"W2057844740","doi":"10.1007/s00405-011-1621-z","title":"Evaluation of factors affecting post-treatment quality of life in oral and oropharyngeal cancer patients primarily treated with curative surgery: an exploratory study","year":2011,"lang":"en","type":"article","venue":"European Archives of Oto-Rhino-Laryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Cancer Research","funders":"Cancer Research UK","keywords":"Medicine; Quality of life (healthcare); Cancer; Stage (stratigraphy); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000679386,0.0003153401,0.0004664848,0.0006435181,0.0005826214,0.000668688,0.0003015703,0.0003737942,0.002037478],"category_scores_gemma":[0.001437694,0.0001508315,0.001038971,0.000953733,0.0003841216,0.0005505166,0.0005376267,0.0005127589,0.0002177482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004762913,"about_ca_system_score_gemma":0.0004502488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003031662,"about_ca_topic_score_gemma":0.003908317,"domain_scores_codex":[0.9996004,0.0001863521,0.0000382922,0.00003669301,0.00004225153,0.00009609632],"domain_scores_gemma":[0.9991651,0.0002570885,0.0002516036,0.00003507418,0.00007435551,0.0002168952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001976599,0.001097258,0.9914932,0.00005071503,0.0001793579,0.0001573804,0.0007373433,0.0000484735,0.0004194714,0.00003120085,0.00006093987,0.003748004],"study_design_scores_gemma":[0.0000777657,0.003235907,0.9937152,0.000009305876,0.0001215342,0.0001818744,0.0022434,0.00006380516,0.00009267011,0.00001748917,0.000234223,0.000006850071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996071,0.0001209151,0.000008857053,0.000009084757,0.00000158167,0.00001003408,0.00005305092,2.41855e-7,0.0001891572],"genre_scores_gemma":[0.9995186,0.00009542121,0.00003081176,0.0000181912,0.000005316095,0.00001848387,0.0001779932,4.271124e-7,0.0001348098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003031662,"threshold_uncertainty_score":0.00681603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1205522656520989,"score_gpt":0.3441187371238287,"score_spread":0.2235664714717298,"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."}}