{"id":"W2937934820","doi":"10.1016/j.neubiorev.2019.04.002","title":"Depression in neurodegenerative diseases: Common mechanisms and current treatment options","year":2019,"lang":"en","type":"review","venue":"Neuroscience & Biobehavioral Reviews","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":263,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; University of British Columbia","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; International Brain Research Organization; Michael Smith Health Research BC","keywords":"Depression (economics); Neuroscience; Medicine; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006121604,0.001026778,0.001975538,0.001369943,0.0002713506,0.001274327,0.0009559738,0.001249458,0.003620533],"category_scores_gemma":[0.0006401803,0.0002600969,0.0005435981,0.001631222,0.000415177,0.001085931,0.0008084255,0.00193692,0.001501193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005789356,"about_ca_system_score_gemma":0.001095864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409906,"about_ca_topic_score_gemma":0.004177393,"domain_scores_codex":[0.9998507,0.00002628201,0.00002536775,0.00003014921,0.00004740907,0.00001996077],"domain_scores_gemma":[0.9996972,0.0001492999,0.00004945179,0.000007598069,0.00006142917,0.00003512042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001671726,0.00008583177,0.00019818,0.0156261,0.0001371257,0.0002178203,0.00004584065,0.0003311299,0.001066488,0.002927249,0.03187615,0.947321],"study_design_scores_gemma":[0.0001289634,0.0002615451,0.002106798,0.01136261,0.0005375752,0.002304193,0.0001465702,0.0003231672,0.0003404691,0.005798124,0.97664,0.00005003234],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005516894,0.9991331,0.00006674093,0.0002123265,0.0001145715,0.000002966723,0.00001343449,0.000004687141,0.0003970544],"genre_scores_gemma":[0.000392499,0.9988711,0.0001340924,0.0001727453,0.0001874001,0.000004245293,0.00001735643,6.551223e-7,0.0002198473],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003620533,"threshold_uncertainty_score":0.0121119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2569312396656915,"score_gpt":0.4429631679236649,"score_spread":0.1860319282579733,"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."}}