{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002278494,0.0002470099,0.0007094733,0.000436519,0.0001741469,0.00007352402,0.0006829542,0.0001570862,0.000001926241],"category_scores_gemma":[0.001147328,0.0002150764,0.0001403493,0.0007734759,0.0005428162,0.0002528605,0.0001440747,0.0001405059,0.000001717086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005284238,"about_ca_system_score_gemma":0.0001524814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002961892,"about_ca_topic_score_gemma":0.000002576789,"domain_scores_codex":[0.9979293,0.00015507,0.0005725005,0.000842982,0.0001936784,0.0003064612],"domain_scores_gemma":[0.9988218,0.0001828901,0.0004606683,0.0004269378,0.0000332221,0.00007451246],"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":[0.00001196693,0.00004236363,0.0003168369,0.0104154,0.000001996592,0.000002664216,0.0001912015,0.000002105761,0.007726103,0.0008150456,0.003044395,0.9774299],"study_design_scores_gemma":[0.0006011607,0.0001547333,0.0005843896,0.009278962,0.0000782767,0.0001668195,0.00005749542,0.0004270406,0.002135159,0.001115561,0.9847829,0.0006174584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007578822,0.9845952,0.01041272,0.00003590473,0.001625159,0.002080057,0.000164092,0.00004850262,0.0002804335],"genre_scores_gemma":[0.001944711,0.9962053,0.001220069,0.00004608305,0.00005696225,0.0003271848,0.000005402899,0.00003105604,0.0001632337],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9817386,"threshold_uncertainty_score":0.8770561,"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."}}