{"id":"W2345097711","doi":"10.1017/s1041610215001775","title":"Healthcare use and costs associated with post-traumatic stress syndrome in a community sample of older adults: results from the ESA-Services study","year":2015,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Hôpital Charles-Le Moyne","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Emergency department; Medical prescription; Health care; Mental health; Ambulatory; Ambulatory care; Healthcare Cost and Utilization Project; Population; Emergency medicine; Family medicine; Medical emergency; Psychiatry; Environmental health; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008881997,0.0003427256,0.0004281282,0.001304648,0.0004961423,0.0005688637,0.0005103586,0.0003752744,0.0009535636],"category_scores_gemma":[0.002111498,0.0001863254,0.0008534242,0.002564128,0.0001850019,0.0003870689,0.0006943766,0.000526937,0.0001623043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677338,"about_ca_system_score_gemma":0.001080113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3004582,"about_ca_topic_score_gemma":0.3388609,"domain_scores_codex":[0.9993697,0.0001603581,0.00008962477,0.00007407075,0.0001874383,0.0001188636],"domain_scores_gemma":[0.998665,0.0001242428,0.0005198399,0.00005477839,0.0003636204,0.0002725547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008015535,0.0000411925,0.9983644,0.0000254334,0.0001083325,0.00003151596,0.0001099831,0.00004193027,0.00002444866,0.000007171986,0.0002228192,0.0009426437],"study_design_scores_gemma":[0.000003137164,0.00001771235,0.9997115,0.000005918584,0.00001260943,0.00001639664,0.0001303863,0.00004445255,0.000003093907,0.000002312121,0.00005127349,0.000001330248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951207,0.0003721747,0.00003144471,0.0000680329,0.000004682922,0.00003136573,0.004010449,0.000002464396,0.0003586743],"genre_scores_gemma":[0.9963024,0.0002818104,0.00005256601,0.00004561251,0.00001008956,0.00003129454,0.00311315,0.000001464964,0.0001614766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3004582,"threshold_uncertainty_score":0.5974187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08414498885846464,"score_gpt":0.386841667672875,"score_spread":0.3026966788144103,"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."}}