{"id":"W4392387805","doi":"10.1016/j.psycom.2024.100161","title":"Pre-existing depression, anxiety and trauma as risk factors for the development of post-traumatic stress disorder symptoms following wildfires","year":2024,"lang":"en","type":"article","venue":"Psychiatry Research Communications","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bushfire and Natural Hazards Cooperative Research Centre","keywords":"Depression (economics); Anxiety; Traumatic stress; Clinical psychology; Psychology; Stress (linguistics); Psychiatry; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007772564,0.0001694694,0.0002466198,0.0004784977,0.0006538635,0.0006411884,0.0003228219,0.0004554313,0.002250121],"category_scores_gemma":[0.003476773,0.0002024743,0.0006075166,0.0004236265,0.0003252166,0.000389957,0.0004727381,0.001124126,0.0001465112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003335559,"about_ca_system_score_gemma":0.0009066542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01244742,"about_ca_topic_score_gemma":0.02199013,"domain_scores_codex":[0.9995097,0.0001501057,0.000049834,0.00004911322,0.0001009476,0.0001404101],"domain_scores_gemma":[0.9977456,0.0004326226,0.000885218,0.00008047704,0.0002057724,0.0006502129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004171412,0.00008306585,0.9980195,0.00001006053,0.00002716718,0.0001238419,0.0002208517,0.0000124238,0.00005003985,0.00001266431,0.00005262423,0.001346153],"study_design_scores_gemma":[0.000001461944,0.00006539533,0.9990342,0.00001089645,0.00001227718,0.0001519543,0.0006158995,0.00003730377,0.00001000207,0.00001187515,0.00004697253,0.000001813648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992465,0.000219762,0.00002365355,0.00009133625,0.000007417483,0.00000946704,0.00004445984,6.831829e-7,0.0003567138],"genre_scores_gemma":[0.9995351,0.0001852993,0.00004137104,0.00002672445,0.000007575653,0.000005277005,0.00005056115,3.626859e-7,0.0001476094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01244742,"threshold_uncertainty_score":0.02474993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228796358864466,"score_gpt":0.4651178172358618,"score_spread":0.3422381813494152,"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."}}