{"id":"W3172759790","doi":"10.1186/s12929-021-00742-6","title":"Inflammatory signaling mechanisms in bipolar disorder","year":2021,"lang":"en","type":"review","venue":"Journal of Biomedical Science","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Bipolar disorder; Inflammation; Neuroscience; Disease; Population; Medicine; Bioinformatics; Biology; Immunology; Internal medicine; Cognition","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":[0.0003080225,0.0006096776,0.0008088971,0.001295093,0.0002573573,0.0008228995,0.0003782245,0.0006258953,0.003019208],"category_scores_gemma":[0.0003102243,0.000172341,0.0003528888,0.00115892,0.0002273766,0.0004878567,0.0004921103,0.001042743,0.001201722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004518086,"about_ca_system_score_gemma":0.0008496791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383614,"about_ca_topic_score_gemma":0.002817176,"domain_scores_codex":[0.9999077,0.00001761664,0.0000171111,0.00001289873,0.00003326266,0.000011342],"domain_scores_gemma":[0.9999126,0.00003374252,0.00001762478,0.000002004899,0.00002370504,0.00001028031],"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":[0.0001116602,0.00005519065,0.000245786,0.02257472,0.00009602013,0.0002852799,0.0001189606,0.0002665611,0.001858984,0.003328786,0.03086789,0.9401902],"study_design_scores_gemma":[0.00003073794,0.0001688988,0.002170584,0.01022808,0.0002157305,0.002324187,0.000138599,0.0001192142,0.0004759483,0.00324442,0.9808585,0.00002508892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001046094,0.99897,0.00003633416,0.0001514357,0.0001289962,0.000003061086,0.00001168326,0.000003366154,0.0005904499],"genre_scores_gemma":[0.0005686356,0.9987929,0.00006781256,0.0001035248,0.0001192972,0.000003272324,0.00001919638,4.851131e-7,0.0003248649],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003019208,"threshold_uncertainty_score":0.01010031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02606121820217173,"score_gpt":0.3369641884398801,"score_spread":0.3109029702377084,"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."}}