{"id":"W4394940030","doi":"10.61838/kman.jppr.2.1.1","title":"Psychological Pathways to Immunity: The Role of Emotions and Stress in Health and Disease","year":2024,"lang":"en","type":"article","venue":"Journal of Personality and Psychosomatic Research","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Disease; Immunity; Stress (linguistics); Psychology; Psychoneuroimmunology; Psychological stress; Medicine; Immunology; Immune system; Clinical psychology; Internal medicine; Philosophy; Linguistics","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":[0.01062268,0.0001109814,0.0003538369,0.00035466,0.0006715172,0.00004473919,0.0001988652,0.0001298158,0.00009509813],"category_scores_gemma":[0.0009057123,0.00006945856,0.00005141653,0.0004771559,0.000325511,0.0001184473,0.00008108547,0.001951305,0.000007305454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006071172,"about_ca_system_score_gemma":0.0004741946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003280621,"about_ca_topic_score_gemma":0.00008968383,"domain_scores_codex":[0.9940405,0.003866229,0.0008947699,0.0002329211,0.0004855599,0.0004800348],"domain_scores_gemma":[0.9959513,0.002671611,0.0001489452,0.0002445479,0.0001661081,0.0008174715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001193168,0.001023682,0.435739,0.009624034,0.0001249834,0.00007096401,0.2617984,0.000003077121,0.0005139007,0.05887167,0.006318897,0.2247182],"study_design_scores_gemma":[0.0006934562,0.0007707158,0.830678,0.00411114,0.000008771951,0.00004349911,0.04845262,0.0002532236,0.000001059828,0.1071264,0.007774934,0.00008611778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9330245,0.01329196,0.00007261398,0.05144754,0.0002278442,0.0005643897,0.00004250255,0.000006954074,0.001321688],"genre_scores_gemma":[0.9910608,0.007127367,0.0002240188,0.001241246,0.0002241797,0.00002149073,0.000001787488,0.00001081258,0.00008829592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3949391,"threshold_uncertainty_score":0.8477559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2041786813664234,"score_gpt":0.5390299213696301,"score_spread":0.3348512400032068,"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."}}