{"id":"W3112363919","doi":"10.1007/s11920-020-01206-8","title":"Using Precision Medicine with a Neurodevelopmental Perspective to Study Inflammation and Depression","year":2020,"lang":"en","type":"review","venue":"Current Psychiatry Reports","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; Public Health Ontario; Toronto Metropolitan University; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Depression (economics); Mood; Inflammation; Perspective (graphical); Medicine; Pregnancy; Precision medicine; Neurodevelopmental disorder; Psychology; Bioinformatics; Neuroscience; Clinical psychology; Psychiatry; Immunology; Autism; Biology; Pathology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001181433,0.0008424388,0.001820169,0.002147022,0.00019536,0.001353721,0.0008347458,0.001315196,0.002381245],"category_scores_gemma":[0.001580333,0.0002477097,0.000772225,0.001560173,0.0007729421,0.001058048,0.0008543208,0.002219825,0.0007891475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006885332,"about_ca_system_score_gemma":0.001504931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486614,"about_ca_topic_score_gemma":0.003448779,"domain_scores_codex":[0.999757,0.00006057826,0.00003432773,0.00004610837,0.00008206085,0.00001987169],"domain_scores_gemma":[0.9992726,0.000495459,0.00005687029,0.00002626108,0.0001157348,0.00003309334],"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":[0.0001444495,0.00008513186,0.0003615747,0.02267286,0.0004483779,0.0002790387,0.00006595372,0.0005348833,0.002034019,0.009814532,0.01795836,0.9456009],"study_design_scores_gemma":[0.0001188843,0.0002363114,0.001928299,0.01020029,0.0007735874,0.001433802,0.0001218219,0.0003654203,0.001081775,0.01805667,0.9656183,0.00006484435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007031637,0.9986637,0.0002876009,0.0003660298,0.0001810059,0.000004071251,0.00001609809,0.000007055224,0.0004041377],"genre_scores_gemma":[0.0009843387,0.9973806,0.0005319933,0.0004764736,0.0003086785,0.000008602364,0.00002326283,0.000001683788,0.0002843394],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002381245,"threshold_uncertainty_score":0.007966042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09442270280719754,"score_gpt":0.3926538686278983,"score_spread":0.2982311658207007,"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."}}