{"id":"W4214860772","doi":"10.3390/bs12030069","title":"One Year after the Flood: Prevalence and Correlates of Post-Traumatic Stress Disorder among Residents in Fort McMurray","year":2022,"lang":"en","type":"article","venue":"Behavioral Sciences","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Health Sciences Centre; Health Research Foundation; University of Alberta","funders":"Canadian Mental Health Association","keywords":"Depression (economics); Medicine; Checklist; Psychiatry; Traumatic stress; Clinical psychology; Mental health; Population; Cross-sectional study; Psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007527782,0.000112859,0.0001733032,0.0001716842,0.0002483292,0.00005384462,0.0007146223,0.00004018837,0.002723962],"category_scores_gemma":[0.00003653305,0.00008757549,0.00003979212,0.0005697049,0.0009528493,0.0001798918,0.0003422628,0.0002613483,0.0000133088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002554565,"about_ca_system_score_gemma":0.00004532482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01288139,"about_ca_topic_score_gemma":0.005947299,"domain_scores_codex":[0.9978487,0.0003054323,0.0003269595,0.0003569636,0.0007646443,0.0003972239],"domain_scores_gemma":[0.9993507,0.000143312,0.0001121959,0.0003064192,0.00003135885,0.00005603657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004822194,0.000537631,0.985419,0.00003014314,0.000006381549,0.000005451499,0.01097798,0.0000171803,0.00002349091,0.0001833966,0.00001618651,0.002734971],"study_design_scores_gemma":[0.0003202692,0.0004163132,0.977788,0.0000716027,0.00002567642,0.000003195181,0.02097522,0.00003779912,0.0000195669,0.0002330242,0.000003552713,0.0001057476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969739,0.001311685,0.00000156293,0.000166423,0.0001511616,0.0006054699,0.00008355851,0.00001367739,0.0006926084],"genre_scores_gemma":[0.9991276,0.00002475737,0.00003759834,0.00001495661,0.000005850811,0.0003896271,0.000003373539,0.000009637546,0.0003866244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00999724,"threshold_uncertainty_score":0.9981877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07126438320811238,"score_gpt":0.3836138649709205,"score_spread":0.3123494817628082,"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."}}