{"id":"W1488332973","doi":"10.1001/jamapsychiatry.2014.3246","title":"Anti-inflammatory Intervention in Depression","year":2015,"lang":"en","type":"letter","venue":"JAMA Psychiatry","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Depression (economics); Medicine; Intervention (counseling); Psychology; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002493928,0.0003408453,0.0003423302,0.0004102603,0.00005917327,0.0001331005,0.0006474259,0.001011406,0.0002059909],"category_scores_gemma":[0.0002413378,0.0003210845,0.0002239025,0.0003068826,0.00009078295,0.000296451,0.0001439852,0.002112377,0.0005006746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007738932,"about_ca_system_score_gemma":0.0001494792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002391516,"about_ca_topic_score_gemma":0.00004307903,"domain_scores_codex":[0.9974031,0.0003238693,0.0004802372,0.0007730849,0.0005534302,0.0004662705],"domain_scores_gemma":[0.9989572,0.0000780749,0.0002851991,0.0005838355,0.00002677724,0.00006890648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002734758,0.00009054675,0.004232833,0.0002072869,0.000003562603,0.000131587,0.00006757391,0.000003563841,0.0005023749,0.00005508318,0.9897271,0.004951153],"study_design_scores_gemma":[0.002349171,0.00004504329,0.008547988,0.0006375631,0.000008424941,0.00003772625,0.00005517749,0.00004708831,0.0009528943,0.004340548,0.9824753,0.0005030332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1959182,0.002914211,0.00006644538,0.7501469,0.01682767,0.001095898,0.00009417278,0.0005381202,0.03239831],"genre_scores_gemma":[0.05376214,0.00009029462,0.0002113392,0.9358696,0.006032037,0.00007620741,0.0001137806,0.0001507315,0.003693812],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1857227,"threshold_uncertainty_score":0.9999241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02038764950616924,"score_gpt":0.270641070032681,"score_spread":0.2502534205265118,"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."}}