{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016648,0.0003534693,0.0004353253,0.0001764011,0.0001640806,0.00005182544,0.00008739433,0.0001299802,0.0001881319],"category_scores_gemma":[0.0001057923,0.0002970109,0.00008881821,0.0005783459,0.0001679503,0.0002725483,0.00008130117,0.0003977155,0.00005938318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008980471,"about_ca_system_score_gemma":0.0002370504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000754662,"about_ca_topic_score_gemma":0.002754098,"domain_scores_codex":[0.9980339,0.00008704206,0.0002944336,0.0005920681,0.0005525348,0.0004399629],"domain_scores_gemma":[0.9992242,0.00009771729,0.00009030806,0.0002277266,0.00005525194,0.000304725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001274434,0.0005154376,0.8665506,0.0001109599,0.0001675284,0.000005098601,0.001178489,0.00003000024,0.0002004933,0.0001568141,0.00005363313,0.1309035],"study_design_scores_gemma":[0.004289839,0.0007033797,0.7315665,0.0000725029,0.0001740273,0.00004366201,0.0005518741,0.000354022,0.00003323324,0.0001310818,0.2617992,0.000280619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8937202,0.09433679,0.001256935,0.008855245,0.00005678387,0.0009615321,0.00005285285,0.0001496862,0.0006099935],"genre_scores_gemma":[0.9922954,0.005392181,0.001197569,0.0007008026,0.00005323736,0.00006196234,0.0001235471,0.00007216421,0.0001031786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2617456,"threshold_uncertainty_score":0.9999482,"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."}}