{"id":"W4414208072","doi":"10.1192/j.eurpsy.2025.1943","title":"Resilience in patients with post-traumatic stress disorder","year":2025,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital","funders":"","keywords":"Stressor; Anxiety; Coping (psychology); Vulnerability (computing); Psychological resilience; Depression (economics); Protective factor; Traumatic stress","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":[0.0004409023,0.0001683199,0.0002468346,0.0007445602,0.000804164,0.0003757431,0.0002391988,0.0003043152,0.006810221],"category_scores_gemma":[0.003254438,0.00008821708,0.0003111499,0.0008078257,0.0004061557,0.0005004907,0.0009135133,0.0008995951,0.0003641562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005073006,"about_ca_system_score_gemma":0.0005616985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002728825,"about_ca_topic_score_gemma":0.003097128,"domain_scores_codex":[0.9996961,0.0001062737,0.00002952667,0.0000354669,0.00005033983,0.00008235636],"domain_scores_gemma":[0.9993566,0.0001132649,0.0002731649,0.00001518613,0.00005760095,0.0001841345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004578992,0.0002146315,0.8155215,0.001075221,0.0001691546,0.003245212,0.005795779,0.0002652403,0.0004480831,0.002441065,0.01958979,0.1507765],"study_design_scores_gemma":[0.00002096878,0.0002519752,0.9732592,0.001154932,0.00007159368,0.004241138,0.005037375,0.0001484063,0.0001082459,0.002304961,0.01336723,0.00003390481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319051,0.02542507,0.0004998773,0.01605137,0.0007727137,0.0002163391,0.0021742,0.00003276558,0.02292258],"genre_scores_gemma":[0.9914542,0.005967754,0.0001978174,0.0005937675,0.000154421,0.00008849869,0.0004129357,0.000002268217,0.00112828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006810221,"threshold_uncertainty_score":0.02278244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006160807273962742,"score_gpt":0.3023315118258684,"score_spread":0.2961707045519056,"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."}}