{"id":"W4403915298","doi":"10.1002/gps.70005","title":"Association Between Organizational Context and Resident Pain in Assisted Living: A Repeated Cross‐Sectional Study","year":2024,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Institute for Clinical Evaluative Sciences; University of Calgary; Athabasca University; University of British Columbia; York University; University of Alberta","funders":"Faculty of Nursing, University of Alberta; Canadian Institutes of Health Research; Alberta Innovates; University of Alberta","keywords":"Context (archaeology); Preparedness; Staffing; Medicine; Cross-sectional study; Family medicine; Confidence interval; Nursing; Pandemic; Gerontology; Coronavirus disease 2019 (COVID-19); Geography; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002018592,0.0002940962,0.0003507387,0.0004570821,0.0006250011,0.0006662227,0.0006987023,0.000570472,0.0009867554],"category_scores_gemma":[0.005004867,0.0004816228,0.0006275525,0.0007220656,0.0003922171,0.0005406517,0.0008092788,0.0008618618,0.0002673174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004161006,"about_ca_system_score_gemma":0.0005473493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01226402,"about_ca_topic_score_gemma":0.01782856,"domain_scores_codex":[0.9982762,0.0007983303,0.000167016,0.0003110013,0.0002517197,0.0001958324],"domain_scores_gemma":[0.9953938,0.000688996,0.002390234,0.0005039026,0.0005950269,0.0004280561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003240806,0.00007537421,0.9990112,0.000008550646,0.00007433852,0.00002156922,0.0001924851,0.00001703364,0.00007600669,0.000006762016,0.00006056199,0.0004236478],"study_design_scores_gemma":[0.000004532748,0.0001798841,0.9990734,0.000008698623,0.00001798226,0.00007830008,0.000405025,0.0001099834,0.00002379788,0.000006269555,0.00008844876,0.000003562392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993343,0.00008385714,0.0001035495,0.00003355878,0.000005108323,0.00002210295,0.0002833665,0.000002281241,0.0001319058],"genre_scores_gemma":[0.9991971,0.00005324239,0.0001954048,0.00003796938,0.000009620768,0.00004507833,0.0003640564,0.000001607856,0.00009584142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01226402,"threshold_uncertainty_score":0.02438527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354643340880417,"score_gpt":0.3832701819782393,"score_spread":0.3597237485694351,"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."}}