{"id":"W6963940796","doi":"10.25384/sage.c.6918853","title":"Treated versus self-reported prevalence of chronic pain and costs of patients’ health services utilization: a population-based study of health administrative databases","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Public health; Health care; Health services; Health economics; Chronic pain; Outpatient clinic; Total cost; Emergency department","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00429419,0.0005286596,0.001536071,0.0008410314,0.0001284931,0.0000286315,0.0008828674,0.0001281339,0.0009869658],"category_scores_gemma":[0.0005983615,0.0005029807,0.00005515533,0.001493578,0.00008254519,0.0003845087,0.0003376452,0.0002751616,0.000005123413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005330695,"about_ca_system_score_gemma":0.002146902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02244438,"about_ca_topic_score_gemma":0.07698742,"domain_scores_codex":[0.9917399,0.002971245,0.002580529,0.0009020453,0.0013806,0.0004256525],"domain_scores_gemma":[0.9855965,0.0006937808,0.01070346,0.002374847,0.0003872244,0.0002442093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000674733,0.005962677,0.9331797,0.01201076,0.002538307,0.00001910037,0.0009771374,0.00004648678,0.000005053307,0.000001137488,0.008158899,0.03642595],"study_design_scores_gemma":[0.01364874,0.009956819,0.8990269,0.06809025,0.001368573,0.000003389026,0.002799884,0.00327012,0.00002164756,0.000001549995,0.001075092,0.0007370206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1770441,0.1826288,0.0004528193,0.0001275285,0.0007928498,0.01620036,0.6212611,0.001125564,0.0003668266],"genre_scores_gemma":[0.9383865,0.02370429,0.0005684586,0.00004145904,0.0001364848,0.00005694579,0.03504639,0.001513865,0.0005456231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7613423,"threshold_uncertainty_score":0.9999263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1761103303437704,"score_gpt":0.4230276863749847,"score_spread":0.2469173560312143,"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."}}