{"id":"W2527804273","doi":"10.1016/j.socscimed.2016.10.001","title":"Psychosocial distress and inflammation: Which way does causality flow?","year":2016,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychosocial; Distress; Causality (physics); Depression (economics); Anxiety; Social support; Inflammation; Clinical psychology; Mental health; Psychology; Medicine; Psychiatry; Social psychology; Immunology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006037604,0.0001303306,0.0001719813,0.00007341927,0.0007992595,0.00004894601,0.0003730146,0.00006237217,0.0003499703],"category_scores_gemma":[0.002040433,0.00006669454,0.00002298568,0.000901465,0.003389414,0.0004252388,0.00006902305,0.00009090769,0.00001801808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006431159,"about_ca_system_score_gemma":0.00008101697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004229344,"about_ca_topic_score_gemma":0.0001367531,"domain_scores_codex":[0.9980411,0.00008555,0.0002107508,0.0004941511,0.0007659204,0.0004025185],"domain_scores_gemma":[0.9993103,0.0001796958,0.00009503792,0.0001520794,0.00009168638,0.0001712511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003600872,0.00003275276,0.004411764,0.00001799699,0.000002028639,0.000005197849,0.01055354,7.740168e-8,0.7409194,0.03475658,0.001902991,0.2073617],"study_design_scores_gemma":[0.009911608,0.0004996133,0.4429207,0.000450616,0.0000480845,0.00002563813,0.00565339,0.000141645,0.3164719,0.1508,0.07142017,0.001656582],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.930842,0.00002049024,0.0002281606,0.04793485,0.001022362,0.0001868823,0.00002050512,0.00009992589,0.01964481],"genre_scores_gemma":[0.9979275,0.00004755066,0.000008669314,0.0005829164,0.001067388,0.0000103742,7.357987e-7,0.00000657286,0.0003482425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.438509,"threshold_uncertainty_score":0.9993228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054831556186168,"score_gpt":0.3082304178271922,"score_spread":0.2876821022653305,"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."}}