{"id":"W2011614668","doi":"10.1002/hed.21102","title":"Quality of life analysis in patients with anterior skull base neoplasms","year":2009,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Ontario Institute for Cancer Research; Southlake Regional Health Center; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Quality of life (healthcare); Radiation therapy; Head and neck cancer; Depression (economics); Rating scale; Skull; Surgery; Internal medicine; Psychology","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":[0.0004918234,0.0001522338,0.000222467,0.0007030339,0.000310798,0.0004584298,0.0001625339,0.0001757746,0.001320004],"category_scores_gemma":[0.002456535,0.00008143215,0.0003307762,0.0007849367,0.000179554,0.0002773008,0.0002695036,0.0003422615,0.0001304352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003229848,"about_ca_system_score_gemma":0.0002293704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124245,"about_ca_topic_score_gemma":0.001258697,"domain_scores_codex":[0.999688,0.0000867318,0.00004761652,0.00003238088,0.00009310494,0.0000521132],"domain_scores_gemma":[0.9985927,0.0002814019,0.0007790389,0.00003006017,0.0001481388,0.0001687194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008439986,0.00003755257,0.9955022,0.00001734446,0.00004165567,0.0001328967,0.00005682649,0.00005192831,0.00008776507,0.000009920914,0.0001451544,0.003832362],"study_design_scores_gemma":[0.00001024301,0.0002424087,0.9975473,0.00001126754,0.00003855519,0.001301583,0.0001869047,0.0002305194,0.0001061241,0.00002859828,0.0002915361,0.000004786189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987864,0.0004935406,0.00006612436,0.00005541731,0.000004729471,0.000009365996,0.000252483,0.000002292215,0.0003295458],"genre_scores_gemma":[0.9993667,0.0001252707,0.00009477245,0.00001771512,0.000004758153,0.000008582174,0.0003436347,6.234385e-7,0.00003803165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001320004,"threshold_uncertainty_score":0.00441587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02127712135055909,"score_gpt":0.3173112832175438,"score_spread":0.2960341618669847,"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."}}