{"id":"W4404261936","doi":"10.3390/curroncol31110515","title":"Sleep Quality in Head and Neck Cancer","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Insomnia; Anxiety; Sleep (system call); Quality of life (healthcare); Pittsburgh Sleep Quality Index; Sleep disorder; Sleep apnea; Depression (economics); Physical therapy; Head and neck cancer; Obstructive sleep apnea; Cancer; Internal medicine; Sleep quality; Psychiatry","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":[0.0005428634,0.0001351259,0.0002527963,0.0005852152,0.0002851795,0.0003546488,0.0002320087,0.0002383535,0.001489431],"category_scores_gemma":[0.001962695,0.0000837572,0.0003425796,0.0009439766,0.0002193011,0.0002405699,0.0003520209,0.000305374,0.0001136833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005816203,"about_ca_system_score_gemma":0.0003811365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00839589,"about_ca_topic_score_gemma":0.01057343,"domain_scores_codex":[0.9996687,0.00007162045,0.0000604478,0.00003695829,0.0001097463,0.00005253474],"domain_scores_gemma":[0.998611,0.0002189102,0.0008166915,0.0000337659,0.0001545366,0.0001652181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001181007,0.00003603809,0.9951501,0.0001017628,0.00006380333,0.00006668988,0.00009823131,0.0000488985,0.0001892191,0.000007931201,0.000159522,0.003959645],"study_design_scores_gemma":[0.000003493874,0.00007342818,0.9994447,0.00001106315,0.0000174742,0.0001503425,0.00007805766,0.00003077676,0.00002368019,0.000007398986,0.0001580384,0.000001582859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950931,0.00320922,0.00006011148,0.0001058511,0.0000145303,0.00003453475,0.0007836968,0.000003785606,0.0006952872],"genre_scores_gemma":[0.9988257,0.0005350888,0.00005475795,0.00003540811,0.000009737268,0.00001495695,0.0004286294,9.537088e-7,0.00009471338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00839589,"threshold_uncertainty_score":0.01669401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1582869004347261,"score_gpt":0.4924746963976449,"score_spread":0.3341877959629187,"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."}}