{"id":"W4406163123","doi":"10.1007/978-3-031-72079-6_12","title":"Psychoneuroimmunology and Allostatic Load in Schizophrenia: Insights from Social and Biomedical Perspectives","year":2024,"lang":"en","type":"book-chapter","venue":"Integrated science","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Institut Universitaire en Santé Mentale de Québec; Canadian Institute for International Peace and Security","funders":"","keywords":"Allostatic load; Psychoneuroimmunology; Allostasis; Schizophrenia (object-oriented programming); Psychology; Neuroscience; Medicine; Psychiatry","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","sts"],"consensus_categories":[],"category_scores_codex":[0.0001210491,0.0003604107,0.0003719411,0.0007025191,0.0002297859,0.0002513125,0.0005039012,0.0002920917,0.0001118355],"category_scores_gemma":[0.0004469343,0.0002894009,0.0000477234,0.0004914179,0.006576664,0.0002253506,0.0002448365,0.001051925,0.0001125159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001556941,"about_ca_system_score_gemma":0.0005060097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001442871,"about_ca_topic_score_gemma":0.0002083729,"domain_scores_codex":[0.9973572,0.00004187526,0.0003051698,0.001390387,0.0005670876,0.0003383029],"domain_scores_gemma":[0.9992551,0.0002536181,0.00009096353,0.0002073457,0.00006876199,0.0001241605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002262916,0.00009729314,0.000004348976,0.00003387642,0.00002056626,0.0005423231,0.01459147,1.594473e-7,0.4443642,0.5242347,0.0005247358,0.01536005],"study_design_scores_gemma":[0.003502999,0.0007790969,0.003537862,0.001178359,0.00006493116,0.0002477821,0.006427144,0.001199393,0.007132931,0.9107722,0.06312218,0.002035121],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8194447,0.009901944,0.00002996117,0.003152458,0.001446339,0.0005692341,0.0002102755,0.00026714,0.164978],"genre_scores_gemma":[0.9807503,0.001126889,0.0001041268,0.0003998079,0.00007443263,0.000009333761,0.000005036935,0.00004118826,0.01748894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4372313,"threshold_uncertainty_score":0.9999558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02407809307283032,"score_gpt":0.2751629845478545,"score_spread":0.2510848914750242,"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."}}