{"id":"W3025030444","doi":"10.1111/bdi.12927","title":"Allostatic load, emotional hyper‐reactivity, and functioning in individuals with bipolar disorder","year":2020,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Agence Nationale de la Recherche","keywords":"Allostatic load; Bipolar disorder; Biomarker; Mood; Blood pressure; Psychology; Systemic inflammation; Reactivity (psychology); Internal medicine; Clinical psychology; Medicine; Inflammation; Physiology; Pathology","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":[0.0004174568,0.0003390969,0.0002558503,0.0006103599,0.000329812,0.0004488073,0.0001340171,0.0002926515,0.0009791721],"category_scores_gemma":[0.001638982,0.0001461021,0.0002463136,0.0005028194,0.0001818199,0.0002013091,0.0003266098,0.0003326379,0.0001487329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002180395,"about_ca_system_score_gemma":0.0001213682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002616212,"about_ca_topic_score_gemma":0.004849884,"domain_scores_codex":[0.9998108,0.00005972829,0.00002762239,0.00002839282,0.00004435761,0.00002911955],"domain_scores_gemma":[0.9995309,0.0000809494,0.0002454194,0.00001924224,0.00004072892,0.00008266021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009829219,0.00002805054,0.9974606,0.000006837779,0.00003296061,0.00003322505,0.00004553299,0.00003941555,0.0001338524,0.000006794513,0.00005688276,0.002057531],"study_design_scores_gemma":[0.000003607902,0.0000409017,0.9996556,0.000004322205,0.000008760652,0.00007034736,0.00004866697,0.0001127216,0.00001106251,0.00001679775,0.00002614039,0.000001074693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991786,0.0002740035,0.00004239548,0.00004257802,0.000006717299,0.000007013246,0.00008961772,0.000002358598,0.0003567469],"genre_scores_gemma":[0.9996841,0.00008361837,0.00005728473,0.00001499032,0.000007378841,0.000004726261,0.00009811863,4.760511e-7,0.00004936458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002616212,"threshold_uncertainty_score":0.005201995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346522207178768,"score_gpt":0.2333046708412756,"score_spread":0.2198394487694879,"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."}}