{"id":"W4408360262","doi":"10.1016/j.bbih.2025.100977","title":"Protocol for project MHISS: Mental Health and Immunodynamics of Social Stress","year":2025,"lang":"en","type":"article","venue":"Brain Behavior & Immunity - Health","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Institute of Mental Health","keywords":"Mental health; Protocol (science); Psychology; Stress (linguistics); Mental stress; Applied psychology; Sociology; Medicine; Psychiatry; Alternative medicine; Philosophy; Linguistics; Internal medicine","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":[0.02706395,0.002552906,0.003461352,0.002785735,0.006508689,0.00310814,0.004053227,0.003093353,0.2624862],"category_scores_gemma":[0.03535151,0.002971578,0.003210018,0.002050374,0.001365894,0.00248163,0.004825131,0.0061366,0.06225413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004701729,"about_ca_system_score_gemma":0.01955266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006449211,"about_ca_topic_score_gemma":0.01118926,"domain_scores_codex":[0.9875062,0.006830639,0.001747231,0.001450349,0.001317977,0.001147694],"domain_scores_gemma":[0.9709055,0.00581951,0.002240536,0.006453139,0.01140815,0.003173269],"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":[0.04434771,0.01647551,0.0089958,0.01471352,0.0005046851,0.0009929389,0.00605012,0.002944055,0.002652442,0.01533227,0.571874,0.315117],"study_design_scores_gemma":[0.04164923,0.01096743,0.03064328,0.009171993,0.0003191719,0.0003228994,0.004001931,0.00303187,0.003219013,0.02006672,0.8762193,0.0003871194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002127399,0.0001372893,0.005618654,0.0005054906,0.000482383,0.9704347,0.01360661,0.0003161901,0.006771305],"genre_scores_gemma":[0.001101083,0.00006001942,0.003370312,0.0002093839,0.00005586518,0.9921395,0.001343668,0.00002219338,0.001697977],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2624862,"threshold_uncertainty_score":0.8781037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07822662054374857,"score_gpt":0.4442150268948808,"score_spread":0.3659884063511322,"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."}}