{"id":"W4404416699","doi":"10.1080/13651501.2024.2427617","title":"Lipid variability in drug-naïve individuals affected with Major Depressive Disorder: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"International Journal of Psychiatry in Clinical Practice","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Psychology; Psychiatry; Major depressive disorder; Drug-naïve; Drug; Clinical psychology; Medicine; Internal medicine; Mood","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01068074,0.0005797628,0.006446973,0.001063758,0.00003689806,0.0002672454,0.001478173,0.0003024631,0.0001576805],"category_scores_gemma":[0.04195466,0.0003419451,0.002625422,0.00195054,0.0001970649,0.0007112093,0.000258905,0.00275244,0.00003576719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001152517,"about_ca_system_score_gemma":0.0007752286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003844325,"about_ca_topic_score_gemma":0.0002907416,"domain_scores_codex":[0.9834409,0.008817394,0.005214235,0.0009161918,0.001338743,0.0002725842],"domain_scores_gemma":[0.9732383,0.0199731,0.005689214,0.000566206,0.000355191,0.0001779391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0002375067,0.005782031,0.000514007,0.7276288,0.2492173,0.00115681,0.000234008,0.00002388679,1.048204e-7,0.004119155,0.002320524,0.008765898],"study_design_scores_gemma":[0.001137972,0.0001943455,0.00008487543,0.07089604,0.889397,0.00130218,0.0001023571,0.00001274275,1.141425e-7,0.001672506,0.03460327,0.0005965744],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002480093,0.987592,0.0001126338,0.009001183,0.001048309,0.001710396,0.0001425196,0.00001644276,0.0003516552],"genre_scores_gemma":[0.0004836911,0.9943828,0.00153391,0.003112985,0.0001936059,0.0001473807,0.000008478034,0.00004672227,0.00009044597],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6567327,"threshold_uncertainty_score":0.9999033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08229247367721118,"score_gpt":0.4572601857682955,"score_spread":0.3749677120910843,"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."}}