{"id":"W4290851340","doi":"10.1371/journal.pone.0272638","title":"Economic burden of chronic pain in Alberta, Canada","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health; University of Alberta; Alberta Health Services","funders":"","keywords":"Productivity; Health care; Medical prescription; Population; Total cost; Medicine; Health economics; Environmental health; Demography; Cost estimate; Inpatient care; Economic cost; Business; Geography; Public health; Economic growth; Economics; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001014422,0.0004884388,0.0003804639,0.003303702,0.002375783,0.002921117,0.001229158,0.0005181963,0.007064481],"category_scores_gemma":[0.003019676,0.0002359546,0.0006325596,0.006075944,0.0007951326,0.0004062285,0.001330497,0.001069151,0.000385707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07504768,"about_ca_system_score_gemma":0.1319851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963763,"about_ca_topic_score_gemma":0.9972678,"domain_scores_codex":[0.9981231,0.0001788168,0.00006926413,0.00007306185,0.0009995266,0.0005563091],"domain_scores_gemma":[0.9973165,0.000177553,0.0002630793,0.00002849815,0.001389759,0.0008245024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004837024,0.0001520193,0.6620622,0.001452327,0.0006990755,0.001560214,0.001168842,0.007090886,0.0004446612,0.01279387,0.1733667,0.1387254],"study_design_scores_gemma":[0.0001786224,0.00007631951,0.9118089,0.001388914,0.0002736724,0.000709386,0.003118404,0.00455811,0.0001218593,0.001772975,0.07590769,0.00008522399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5652527,0.07980279,0.001800998,0.07181708,0.001476174,0.0005485943,0.1112605,0.0003234738,0.1677178],"genre_scores_gemma":[0.9244546,0.03540378,0.002308152,0.002851209,0.0003029846,0.0001130217,0.01835858,0.00006231118,0.01614548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07504768,"threshold_uncertainty_score":0.5445116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029038234740819,"score_gpt":0.2131423922852973,"score_spread":0.2028520099378891,"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."}}