{"id":"W4381302533","doi":"10.1007/978-3-031-28986-6_4","title":"Biological Pathways Linking Social Determinants to Health","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Neuroscience; Disease; Social determinants of health; Psychology; Cognitive science; Medicine; Public health","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":[0.0001919193,0.0006481128,0.0002932571,0.0005512307,0.0003708689,0.001190153,0.000509661,0.0008218623,0.02213159],"category_scores_gemma":[0.0002724914,0.0001835767,0.0002505214,0.000699062,0.0008900631,0.0009614794,0.0005491632,0.00116981,0.005836484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007292969,"about_ca_system_score_gemma":0.0005900383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00211417,"about_ca_topic_score_gemma":0.00631365,"domain_scores_codex":[0.9999546,0.00001090852,0.000001463563,0.000007191059,0.00002192366,0.000003941311],"domain_scores_gemma":[0.9999222,0.00005672845,0.000003309823,0.000004185992,0.000009408815,0.00000420024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002689156,0.00005405924,0.0002373103,0.0007866976,0.00002243401,0.0002491963,0.0004188854,0.001024571,0.002411841,0.3270248,0.3504547,0.3172887],"study_design_scores_gemma":[0.000004286439,0.00001765175,0.0009092002,0.0004391388,0.00000920001,0.0003331095,0.0001572719,0.0003117914,0.0004367742,0.1774234,0.8199474,0.00001080708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001670396,0.2983235,0.01846867,0.01825853,0.008612229,0.00007070573,0.0004945198,0.0001858596,0.6539156],"genre_scores_gemma":[0.01205779,0.2244996,0.00903869,0.005915079,0.005159947,0.0001488903,0.0003175965,0.00008321841,0.7427792],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02213159,"threshold_uncertainty_score":0.07403755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2251681053667892,"score_gpt":0.3515692712956487,"score_spread":0.1264011659288594,"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."}}