{"id":"W4312086260","doi":"10.1002/alz.069357","title":"A transcriptomic signature of late‐life depression","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Depression (economics); Late life depression; Transcriptome; Medicine; Pathological; Major depressive disorder; Internal medicine; Oncology; Gene; Biology; Gene expression; Genetics","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":[0.000130712,0.0001305825,0.0002070268,0.0003558059,0.0001263583,0.0002937322,0.0001018813,0.0001661326,0.001261221],"category_scores_gemma":[0.0002505066,0.00007383653,0.0001458196,0.0003165211,0.0001336818,0.00008194237,0.0001747248,0.0001781199,0.0002637933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001171812,"about_ca_system_score_gemma":0.00009675878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004388369,"about_ca_topic_score_gemma":0.000610948,"domain_scores_codex":[0.9998965,0.00001230964,0.000005702246,0.00005039546,0.00001303513,0.0000220546],"domain_scores_gemma":[0.9997451,0.00006082386,0.0001086566,0.00001668544,0.0000376302,0.00003100937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001088174,0.00005484285,0.2327421,0.0001751797,0.0001334974,0.000441552,0.0002329686,0.0003303507,0.7525713,0.0002476809,0.0007496414,0.01123281],"study_design_scores_gemma":[0.0000134564,0.0001499749,0.9841918,0.00001344124,0.00005472103,0.0005608795,0.0001413475,0.001010453,0.01262405,0.0002493187,0.0009823738,0.000008225577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952523,0.0005356843,0.0008082812,0.00006000052,0.000006650537,0.000008148268,0.002858783,0.00002208886,0.0004481424],"genre_scores_gemma":[0.9962773,0.0002033861,0.0004898916,0.00006855617,0.00000992826,0.00001920406,0.002300549,0.000005668595,0.0006255895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001261221,"threshold_uncertainty_score":0.004219234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187747189582736,"score_gpt":0.2914833852761992,"score_spread":0.2696059133803718,"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."}}