{"id":"W2790759623","doi":"10.1016/j.psyneuen.2018.01.024","title":"The relationship between inflammatory state and quantity of affective episodes in bipolar disorder","year":2018,"lang":"en","type":"article","venue":"Psychoneuroendocrinology","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Bipolar disorder; Mania; Young Mania Rating Scale; Mood; Internal medicine; Psychology; Pathophysiology; Rating scale; Clinical psychology; Medicine; Psychiatry; Developmental psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.00009280364,0.0001295415,0.0001663795,0.0001727838,0.0002185286,0.00001823075,0.0002488456,0.00003008865,0.000009816666],"category_scores_gemma":[0.001625791,0.0001025992,0.00002985312,0.0003980956,0.001226954,0.0001174177,0.00009303202,0.0002588255,0.00005052439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009016853,"about_ca_system_score_gemma":0.00001996508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007116984,"about_ca_topic_score_gemma":0.0008982868,"domain_scores_codex":[0.9983713,0.0005073465,0.0002755174,0.0003609872,0.0001152794,0.0003695375],"domain_scores_gemma":[0.9970854,0.002430336,0.0001210687,0.000292946,0.00002586319,0.0000444036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006704222,0.00003638678,0.9701453,0.00001202545,0.000003295245,0.000006488823,0.0002435627,0.000001203319,0.005674119,0.01627332,0.00009350141,0.007443723],"study_design_scores_gemma":[0.000614988,0.0001805408,0.97024,0.00000678411,0.000002432831,0.00001430775,0.00005720966,0.00001569321,0.00905467,0.01431305,0.005407069,0.00009326733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975571,0.0005195118,0.00008946082,0.0009017627,0.0002774033,0.0002487841,0.00001063645,0.00003391791,0.0003613903],"genre_scores_gemma":[0.9992706,0.0003942963,0.00001817562,0.0001438793,0.00003212711,0.00001653328,4.090144e-7,0.00001483175,0.0001091048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007350456,"threshold_uncertainty_score":0.4520762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03951354153935616,"score_gpt":0.3095771377490837,"score_spread":0.2700635962097275,"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."}}