{"id":"W4210259624","doi":"10.1097/j.pain.0000000000002587","title":"Joint effects of back pain and mental health conditions on healthcare utilization and costs in Ontario, Canada: a population-based cohort study","year":2022,"lang":"en","type":"article","venue":"Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Ontario Tech University; Trillium Health Centre; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Absolute risk reduction; Medicine; Anxiety; Mental health; Rate ratio; Mood; Back pain; Population; Relative risk; Generalized anxiety disorder; Cohort study; Psychiatry; Chronic pain; Environmental health; Confidence interval; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.003642077,0.00008403386,0.0002406316,0.0001204477,0.0001348528,0.000003017608,0.00001435405,0.00001875035,0.00007342601],"category_scores_gemma":[0.0004286465,0.00008116364,0.0000184317,0.0001385854,0.00001923901,0.00001447431,0.00001226695,0.0001418473,1.113152e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001401263,"about_ca_system_score_gemma":0.0005435692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9331678,"about_ca_topic_score_gemma":0.9758355,"domain_scores_codex":[0.9966699,0.002464005,0.0002760215,0.0001959458,0.0002767934,0.0001173345],"domain_scores_gemma":[0.9990007,0.0006815845,0.00008879904,0.0001074259,0.00002324716,0.00009826035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004857944,0.0003288031,0.9935691,0.0007592432,0.00001291787,0.000002061064,0.0009131502,0.00004972143,0.00004363404,0.00006314802,0.0006836911,0.00352598],"study_design_scores_gemma":[0.001345012,0.002097368,0.9910003,0.0002336712,0.000004891905,5.244312e-7,0.001449323,0.003698519,0.000003293701,0.00001795198,0.00008966661,0.00005945434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931825,0.0001498873,0.00005538564,0.003667839,0.00006259702,0.002826194,0.00002255392,0.00000813676,0.0000248724],"genre_scores_gemma":[0.9971042,0.000003237223,0.000043671,0.002018488,0.000005392921,0.0001406692,0.0006395581,0.000008599336,0.00003617966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04266774,"threshold_uncertainty_score":0.3664253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384676114728612,"score_gpt":0.2800416295701686,"score_spread":0.2661948684228825,"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."}}