{"id":"W2884516035","doi":"10.3389/fnins.2018.00483","title":"Implications of Systemic Inflammation and Periodontitis for Major Depression","year":2018,"lang":"en","type":"review","venue":"Frontiers in Neuroscience","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia","keywords":"Medicine; Periodontitis; Neuroinflammation; Systemic inflammation; Inflammation; Depression (economics); Immunology; Rheumatoid arthritis; Disease; Population; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004707921,0.0006963962,0.0009953328,0.001687323,0.0003342168,0.0008077649,0.0006915511,0.001250819,0.003055182],"category_scores_gemma":[0.0008418618,0.0001892201,0.0005057686,0.001292457,0.0004908115,0.0008164984,0.0006378964,0.001543191,0.001154945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005655343,"about_ca_system_score_gemma":0.001250337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00136835,"about_ca_topic_score_gemma":0.002794017,"domain_scores_codex":[0.9998392,0.00003712598,0.00003507188,0.00003027615,0.00004420245,0.00001410248],"domain_scores_gemma":[0.999711,0.0001569202,0.00003951251,0.000007945173,0.00005773161,0.00002687036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008533229,0.00005898092,0.0003676292,0.01882541,0.0001130759,0.000350347,0.0001037908,0.0001876966,0.0006057765,0.004657564,0.03160123,0.9430431],"study_design_scores_gemma":[0.00003611009,0.0001190493,0.003009094,0.01189917,0.0002201883,0.004138435,0.0001690211,0.000117901,0.0002753887,0.004906064,0.9750823,0.00002724451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006256723,0.9990668,0.00003546282,0.000289829,0.0001288935,0.000002306568,0.000007767122,0.000002663062,0.0004038098],"genre_scores_gemma":[0.0007563138,0.998582,0.00007013268,0.0001606168,0.0001558055,0.000004104866,0.00001228613,5.918449e-7,0.0002582626],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003055182,"threshold_uncertainty_score":0.01022059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04129034549961223,"score_gpt":0.3109827893411095,"score_spread":0.2696924438414973,"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."}}