{"id":"W3193261298","doi":"10.3389/fnbeh.2021.719674","title":"Mental Resilience and Coping With Stress: A Comprehensive, Multi-level Model of Cognitive Processing, Decision Making, and Behavior","year":2021,"lang":"en","type":"article","venue":"Frontiers in Behavioral Neuroscience","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Stressor; Psychology; Cognition; Maladaptation; Neurocognitive; Coping (psychology); Chronic stress; Feeling; Cognitive appraisal; Cognitive psychology; Developmental psychology; Clinical psychology; Neuroscience; Social psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00003317898,0.0002335259,0.0003024239,0.0001920006,0.0002487396,0.0001346319,0.0002596372,0.00006383865,0.000002405485],"category_scores_gemma":[0.000148981,0.0002141608,0.00002837636,0.0006015343,0.001114927,0.0004939532,0.0003041125,0.0002164973,1.508526e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003120019,"about_ca_system_score_gemma":0.0001488544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001653192,"about_ca_topic_score_gemma":0.00006052776,"domain_scores_codex":[0.9977323,0.00008077778,0.0003189544,0.0009562431,0.0005257095,0.0003860469],"domain_scores_gemma":[0.9993353,0.00005785879,0.0001827194,0.0002026475,0.0001021881,0.0001192289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003450603,0.0007688717,0.5669321,0.00004828224,4.572968e-7,0.0004436002,0.001293028,0.0002796164,0.3008862,0.00001434275,0.00002149545,0.1289669],"study_design_scores_gemma":[0.001799482,0.0005521955,0.8178983,0.0009371663,0.00004883157,0.0002496787,0.001273385,0.07622696,0.1005701,0.00003346864,0.000008838015,0.0004015655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710738,0.0004431955,0.02763894,0.00002244514,0.0001905147,0.0003822767,0.000217319,0.00002395374,0.000007564618],"genre_scores_gemma":[0.980683,0.0004307906,0.01845375,0.0002790305,0.000003704812,0.00005008367,0.000001484212,0.00001899479,0.00007918851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2509663,"threshold_uncertainty_score":0.8733225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08861676485125267,"score_gpt":0.3491944477461506,"score_spread":0.2605776828948979,"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."}}