{"id":"W3084161795","doi":"10.1111/jopy.12591","title":"Post‐traumatic growth as positive personality change: Challenges, opportunities, and recommendations","year":2020,"lang":"en","type":"article","venue":"Journal of Personality","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":306,"is_retracted":false,"has_abstract":true,"ca_institutions":"Amgen (Canada); University of Waterloo; University of Toronto","funders":"National Institute on Aging; John Templeton Foundation","keywords":"Psychology; Personality; Psychological resilience; Posttraumatic growth; Context (archaeology); Set (abstract data type); Personality development; Social psychology; Clinical psychology","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":[0.06062613,0.003497158,0.006574597,0.006061752,0.006538373,0.01297673,0.01075974,0.01298479,0.0147309],"category_scores_gemma":[0.113627,0.00139247,0.003072487,0.006336919,0.01304254,0.03070968,0.0125232,0.02216622,0.00337827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009173601,"about_ca_system_score_gemma":0.06408411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02868972,"about_ca_topic_score_gemma":0.08905809,"domain_scores_codex":[0.9762759,0.01488267,0.002865323,0.002078325,0.002607149,0.001290615],"domain_scores_gemma":[0.7651735,0.1626604,0.007980688,0.006849531,0.04031146,0.01702449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005724969,0.0008482678,0.01972217,0.02581831,0.0005919192,0.002157578,0.01800861,0.0009931892,0.0003932399,0.0747176,0.3376597,0.518517],"study_design_scores_gemma":[0.0003623694,0.0006207287,0.02057595,0.1213116,0.001736063,0.001936196,0.1995196,0.003378674,0.0006417028,0.2650571,0.3840773,0.0007827612],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002109988,0.1004261,0.003092218,0.8809706,0.009734437,0.0004470207,0.0003284237,0.0001371589,0.002754145],"genre_scores_gemma":[0.08045083,0.5530816,0.05449672,0.2551245,0.03282311,0.009295429,0.001216602,0.0002196815,0.0132915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06062613,"threshold_uncertainty_score":0.3206255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3780691653113782,"score_gpt":0.4225645187268004,"score_spread":0.04449535341542216,"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."}}