{"id":"W4412147819","doi":"10.20944/preprints202507.0787.v1","title":"The Sensitivity Threshold Model (STM): A Systems-Based Framework for Load-Induced Psychopathology and Autoimmune Breakdown","year":2025,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Mental Health Research Topics","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Sensitivity (control systems); Psychopathology; Materials science; Medicine; Electronic engineering; Clinical psychology; Engineering","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":[0.001646086,0.001045066,0.0008822113,0.001655565,0.0007565763,0.002660186,0.001810094,0.001542275,0.005170929],"category_scores_gemma":[0.003883805,0.0003767147,0.001561596,0.0006857949,0.003735064,0.003833418,0.002089125,0.002133942,0.0004276805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001920021,"about_ca_system_score_gemma":0.001464885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002631752,"about_ca_topic_score_gemma":0.001225087,"domain_scores_codex":[0.9993186,0.0002580157,0.00003855035,0.0001607743,0.0001190436,0.0001049736],"domain_scores_gemma":[0.998244,0.0009738719,0.0002642547,0.000175512,0.0001530355,0.0001892849],"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":[0.00004622983,0.00005935858,0.002568074,0.0001303265,0.00009267661,0.0002491838,0.0006512696,0.04872399,0.002475699,0.935109,0.001004033,0.008890275],"study_design_scores_gemma":[0.00001785351,0.00006265621,0.001141213,0.0000314421,0.00002503309,0.000144008,0.0001156691,0.1140389,0.0002050513,0.8825796,0.001612472,0.00002600419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08412482,0.002427589,0.8637477,0.008324764,0.0002117889,0.0001668855,0.0005603352,0.0005611421,0.03987494],"genre_scores_gemma":[0.9342077,0.001268368,0.05938887,0.0006467374,0.0001921381,0.000275026,0.0001511533,0.00006602304,0.003803931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005170929,"threshold_uncertainty_score":0.01729852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2455512292718645,"score_gpt":0.4833947814240039,"score_spread":0.2378435521521394,"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."}}