{"id":"W4328105092","doi":"10.1016/j.jad.2023.03.007","title":"Genetic predisposition to depression and inflammation impacts symptom burden and survival in patients with head and neck cancer: A longitudinal study","year":2023,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Cancer survivorship and care","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Douglas Mental Health University Institute; Douglas College; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Head and neck cancer; Internal medicine; Depression (economics); Anxiety; Cancer; Major depressive disorder; Prospective cohort study; Oncology; Gastroenterology; Psychiatry","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":[0.001127486,0.0002393818,0.0002952489,0.0003408018,0.0006688467,0.0006158143,0.0002743024,0.0004635102,0.001088563],"category_scores_gemma":[0.002033315,0.000291317,0.0006663047,0.0006463305,0.0002286762,0.000480968,0.0004497024,0.0008470462,0.000228315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983712,"about_ca_system_score_gemma":0.0004951485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007447294,"about_ca_topic_score_gemma":0.009627871,"domain_scores_codex":[0.9995857,0.0001487161,0.00003470113,0.00009184976,0.00006432684,0.00007469911],"domain_scores_gemma":[0.9989533,0.0001302632,0.0004012504,0.0001420519,0.000142209,0.000230967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001757716,0.0000775299,0.998799,0.00000327132,0.00007095464,0.00003031298,0.00008034526,0.00001440889,0.0001469861,0.000006095559,0.0000443087,0.0005509472],"study_design_scores_gemma":[0.00001568288,0.000221569,0.9992065,0.000004479904,0.00004858229,0.0001238107,0.0001393423,0.00008256028,0.00003589175,0.00001541046,0.0001027503,0.000003362449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994661,0.0001379129,0.00005660073,0.0000392656,0.000003988335,0.00000881097,0.0001754576,0.000001331449,0.0001105158],"genre_scores_gemma":[0.999403,0.00007092513,0.00007941791,0.00003711828,0.000007388186,0.00001202707,0.0002571933,9.277875e-7,0.0001320411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007447294,"threshold_uncertainty_score":0.01480788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006907679790801873,"score_gpt":0.2783536908219791,"score_spread":0.2714460110311772,"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."}}