{"id":"W7027002921","doi":"","title":"Chronic Pain and Group Identity in Canadian Armed Forces Veterans: Life After Service Studies 2019 Survey","year":2023,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronic pain; Identity (music); Logistic regression; Population; Military service; Military personnel; Association (psychology); Feeling","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":[0.001352551,0.0003504525,0.0003551125,0.002471946,0.002898398,0.0009883223,0.001473811,0.0004128125,0.002839525],"category_scores_gemma":[0.002783915,0.000306178,0.0006805038,0.006159673,0.0004884835,0.0004494442,0.001083406,0.0008839373,0.0005202266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0161353,"about_ca_system_score_gemma":0.02457746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9873452,"about_ca_topic_score_gemma":0.9918852,"domain_scores_codex":[0.9987887,0.00009121033,0.00009403066,0.0001114512,0.0005265517,0.0003881124],"domain_scores_gemma":[0.9971842,0.00008570674,0.0005587284,0.00008376767,0.001432957,0.0006547147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000456413,0.00005883834,0.991415,0.00007954831,0.00004272105,0.00002840199,0.0005795895,0.00003926141,0.00006483838,0.00006019052,0.004381636,0.003204441],"study_design_scores_gemma":[0.000005482714,0.00001774232,0.9974232,0.00002650872,0.000009567651,0.00001132842,0.000702596,0.00004206091,0.0000172874,0.000006344733,0.001733155,0.000004804819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9132228,0.001057837,0.0001537251,0.0009128543,0.00005621369,0.0004759263,0.07754672,0.00002390479,0.006550102],"genre_scores_gemma":[0.9556429,0.001506952,0.0006281317,0.0005773743,0.00004509971,0.0005170989,0.03780352,0.0000106147,0.003268307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0161353,"threshold_uncertainty_score":0.1170704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009399787129834098,"score_gpt":0.2436078412015484,"score_spread":0.2342080540717143,"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."}}