{"id":"W4205199917","doi":"10.22215/etd/2021-14775","title":"Peripheral biomarkers in Repeated Ketamine Infusions Trial","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Ketamine; Antidepressant; Medicine; Endocrine system; Peripheral; Depression (economics); Major depressive disorder; Clinical trial; Glucocorticoid; Immune system; Internal medicine; Anesthesia; Immunology; Hormone","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":[0.0006160476,0.0002531583,0.0007150406,0.0001005825,0.0001567112,0.0003618837,0.0000998365,0.0003391386,0.002072885],"category_scores_gemma":[0.001278438,0.0001320211,0.0002589619,0.0001642799,0.0001017999,0.0001856691,0.0001835697,0.0006193149,0.0004280811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002021088,"about_ca_system_score_gemma":0.0003199278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002052166,"about_ca_topic_score_gemma":0.0005044747,"domain_scores_codex":[0.9996722,0.0001364832,0.00002612465,0.00006578292,0.0000621478,0.00003721151],"domain_scores_gemma":[0.9995317,0.00007038138,0.0001739899,0.00003579537,0.00005623411,0.0001318682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4518614,0.005559523,0.1451531,0.0006422057,0.001340157,0.0007070268,0.0003998372,0.0004554411,0.04842577,0.0002742815,0.006350801,0.3388306],"study_design_scores_gemma":[0.01462167,0.1372768,0.8268798,0.0001652645,0.0009248243,0.0009830424,0.0001560671,0.0009282129,0.008790436,0.0003743826,0.008847058,0.00005250927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929476,0.002588628,0.0003767499,0.0002599006,0.0001253041,0.0003119399,0.0005229561,0.00003310006,0.002833727],"genre_scores_gemma":[0.9956461,0.0008432704,0.0004786738,0.0002382386,0.00008655347,0.0003702617,0.0004077129,0.000006178224,0.001923034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002072885,"threshold_uncertainty_score":0.006934464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02526942209938688,"score_gpt":0.2916571322958494,"score_spread":0.2663877101964626,"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."}}