{"id":"W2904015391","doi":"10.1093/geront/gny154","title":"Resident Challenges With Pain and Functional Limitations in Chinese Residential Care Facilities","year":2018,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Duke University","keywords":"Thematic analysis; Minimum Data Set; Psychological intervention; Quality of life (healthcare); Health care; Nursing; Medicine; Long-term care; Work (physics); Activities of daily living; Quality (philosophy); Psychology; Qualitative research; Gerontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006682434,0.0001157605,0.0001656457,0.00006873117,0.0006912717,0.00001313634,0.00008987132,0.00009559638,0.0001343741],"category_scores_gemma":[0.0003537101,0.00006690477,0.00002177473,0.00009743556,0.0004128826,0.00007022525,0.00005235963,0.0002327699,0.00003387838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009083404,"about_ca_system_score_gemma":0.000125894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003667738,"about_ca_topic_score_gemma":0.2357157,"domain_scores_codex":[0.9984978,0.0006412999,0.0002128957,0.0002067895,0.0001576062,0.0002836504],"domain_scores_gemma":[0.9986016,0.00088997,0.00007634456,0.0002429358,0.0001483289,0.00004082404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00227766,0.00007344451,0.1869933,0.0006222347,0.00008588033,0.00002743054,0.7182581,0.0000169279,0.0000581331,0.009011382,0.04579177,0.0367837],"study_design_scores_gemma":[0.0005264479,0.0002899925,0.7417431,0.00005514045,0.00001060801,0.00000338883,0.2465029,0.000006570056,0.000001682371,0.001666651,0.009105997,0.00008756683],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494501,0.00842233,0.0001829045,0.01268375,0.0007071231,0.0004834256,0.00001499562,0.0000880974,0.02796721],"genre_scores_gemma":[0.9928705,0.0002858715,0.0000804252,0.00008868955,0.0004327096,0.00009776037,0.00001333408,0.000008703484,0.006122002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5547498,"threshold_uncertainty_score":0.7782305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1345118289754223,"score_gpt":0.3640528170780831,"score_spread":0.2295409881026609,"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."}}