{"id":"W2769359877","doi":"10.2147/ndt.s144774","title":"Cytokines and depression in cancer patients and caregivers","year":2017,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Ontario Institute for Cancer Research; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Depression (economics); Internal medicine; Cancer; Psychological intervention; Biomarker; Oncology; Cytokine; Clinical psychology; 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":[0.0004450565,0.0002232775,0.0002733706,0.0004000276,0.0003251285,0.0003927902,0.0001067529,0.0001861691,0.001575916],"category_scores_gemma":[0.003920808,0.0001035367,0.0001834302,0.0005058846,0.0001615128,0.0001644035,0.0003275502,0.0002816079,0.0001719805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002079023,"about_ca_system_score_gemma":0.0002379039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001706417,"about_ca_topic_score_gemma":0.001938039,"domain_scores_codex":[0.9996806,0.0001629469,0.00003017724,0.00003447418,0.00006035901,0.00003149404],"domain_scores_gemma":[0.9989852,0.000267236,0.0004458414,0.00002432957,0.0001330644,0.0001442974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003202675,0.00004390764,0.9903606,0.00006941512,0.00005914513,0.0001642909,0.0002744594,0.00005620882,0.0002910901,0.00001634869,0.0002119111,0.008132293],"study_design_scores_gemma":[0.00003313301,0.0003466954,0.9967381,0.00006442615,0.00006111601,0.0009949254,0.00069743,0.0002067342,0.0001967436,0.00007871585,0.0005764093,0.000005495391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971516,0.001977168,0.00006275426,0.0001560506,0.00001112716,0.00001399855,0.0001374811,0.000002964365,0.0004869335],"genre_scores_gemma":[0.9991543,0.0005376384,0.00008604035,0.00003871547,0.000009675664,0.00001021096,0.00007187206,4.040371e-7,0.0000911677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001706417,"threshold_uncertainty_score":0.005271971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730091400919738,"score_gpt":0.2677083149195555,"score_spread":0.2504074009103582,"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."}}