{"id":"W2625031708","doi":"10.2174/1570180814666170216102632","title":"L-carnitine Supplementation Improves Self-rating Depression Scale Scores in Uremic Male Patients Undergoing Hemodialysis","year":2017,"lang":"en","type":"article","venue":"Letters in Drug Design & Discovery","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"IONICS Mass Spectrometry (Canada)","funders":"Ministry of Education, Culture, Sports, Science and Technology","keywords":"Carnitine; Depression (economics); Internal medicine; Hemodialysis; Medicine; Gastroenterology; Endocrinology; Hamilton Rating Scale for Depression; Univariate analysis; Major depressive disorder; Multivariate analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003051484,0.0001989506,0.0001927749,0.00010559,0.0001704952,0.0001834863,0.0003383045,0.00007721677,0.00001044345],"category_scores_gemma":[0.0001316814,0.0001990516,0.00007171107,0.00006253563,0.00006350765,0.00006096486,0.000180149,0.0001042685,0.00000337789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001742675,"about_ca_system_score_gemma":0.00005043955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002873578,"about_ca_topic_score_gemma":0.001011158,"domain_scores_codex":[0.9985012,0.0001716305,0.0003278714,0.0004716622,0.0001972064,0.0003304457],"domain_scores_gemma":[0.9991924,0.00003930917,0.0002187878,0.0004886601,0.00002049512,0.00004033003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009256584,0.0001036252,0.6118988,0.00003414574,0.00002086947,0.000003487283,0.0002495511,0.001189717,0.3823138,0.000002051059,0.001705821,0.002385607],"study_design_scores_gemma":[0.005266924,0.00007159375,0.5372968,0.0001768304,0.00006576903,0.00000216592,0.0004316165,0.0006698002,0.4550039,0.0001450514,0.0002589402,0.0006105641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993513,0.0002328566,0.005111638,0.0002641369,0.0001959638,0.0003769759,0.00001266436,0.000007402613,0.000285378],"genre_scores_gemma":[0.994236,0.0002234729,0.004291416,0.0006971445,0.0001256652,0.00006578267,0.000205683,0.0000260522,0.0001287631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07460197,"threshold_uncertainty_score":0.811709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006481958572143016,"score_gpt":0.2328229598486714,"score_spread":0.2263410012765284,"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."}}