{"id":"W3205374492","doi":"10.1186/s12877-021-02424-2","title":"Pain-related health care costs for long-term care residents","year":2021,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Quality Council; University of Manitoba; University of Regina","funders":"Canadian Institutes of Health Research; Saskatchewan Health Research Foundation","keywords":"Medicine; Medical prescription; Long-term care; Demographics; Health care; Generalized estimating equation; Population; Rehabilitation; Emergency medicine; Prescription drug; Gerontology; Demography; Physical therapy; Environmental health; Psychiatry; Nursing","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":[0.0003784334,0.0001669107,0.0003175664,0.0001323109,0.0001525303,0.00004557322,0.0001092723,0.0001193298,0.0000624749],"category_scores_gemma":[0.0005181076,0.0001679845,0.0001740058,0.0004154869,0.00001550455,0.00004804652,0.00007937886,0.0001259328,0.00003611988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003985181,"about_ca_system_score_gemma":0.0005284321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005243726,"about_ca_topic_score_gemma":0.0003129196,"domain_scores_codex":[0.9984676,0.0001521645,0.0003440656,0.0003648572,0.0002870593,0.0003842956],"domain_scores_gemma":[0.9987268,0.00016168,0.0001281071,0.0004477771,0.0003478604,0.0001877038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001307735,0.00007530741,0.9475035,0.004138622,0.00006722768,0.000118,0.002086364,0.00000854093,0.00003613564,0.0001573913,0.03260067,0.01307745],"study_design_scores_gemma":[0.003864451,0.0002700826,0.983188,0.0002300864,0.000189579,0.000003312326,0.003343847,0.00006757295,0.0001233663,0.00002801234,0.008453278,0.0002384236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9202626,0.05850504,0.01035718,0.002213727,0.001960057,0.00332817,0.00008943065,0.0003792605,0.002904507],"genre_scores_gemma":[0.9730273,0.001700792,0.009676671,0.003189857,0.0008394178,0.000110245,0.002989055,0.000107578,0.008359022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05680425,"threshold_uncertainty_score":0.6850209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899291341817776,"score_gpt":0.3063448257707477,"score_spread":0.2873519123525699,"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."}}