{"id":"W6929075268","doi":"10.48336/577q-v658","title":"Epidemiology and health care utilization associated with chronic pain in Newfoundland and Labrador, Canada: a population-based study using health administrative data","year":2022,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Chronic pain; Epidemiology; Health care; Population; Comorbidity; Medical record; Audit; Chronic disease; Incidence (geometry)","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":[0.00219346,0.000729859,0.0008976943,0.003623825,0.004042303,0.002775681,0.003018869,0.0008625975,0.001941578],"category_scores_gemma":[0.005083468,0.0008186622,0.001400433,0.008709635,0.001548142,0.0009142234,0.001917382,0.001322378,0.000459717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06851667,"about_ca_system_score_gemma":0.06557504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9973568,"about_ca_topic_score_gemma":0.998206,"domain_scores_codex":[0.9960744,0.0003459774,0.0004435946,0.0006593702,0.001416003,0.001060587],"domain_scores_gemma":[0.9915023,0.0005169459,0.002141617,0.0004292717,0.004176818,0.00123309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005974114,0.00006115535,0.9944651,0.00005242261,0.0001311122,0.00006163624,0.0004386534,0.0001227418,0.0000703824,0.00006021928,0.002218532,0.002258357],"study_design_scores_gemma":[0.00001304104,0.00001657289,0.9977392,0.00005048162,0.0000527709,0.00004310581,0.0008807019,0.000307364,0.00003471749,0.000009278551,0.0008377246,0.00001503447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962767,0.001953228,0.0003655584,0.0008359679,0.00003967173,0.0003241046,0.03073154,0.00005011033,0.002932748],"genre_scores_gemma":[0.982452,0.001296056,0.0009683556,0.0005225519,0.00002513131,0.0001973233,0.01275272,0.00002629146,0.001759408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06851667,"threshold_uncertainty_score":0.4971256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2636758688059217,"score_gpt":0.4484627897341957,"score_spread":0.184786920928274,"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."}}