{"id":"W2026608132","doi":"10.1080/10376178.2015.1011047","title":"Night-time continence care in Australian residential aged care facilities: findings from a grounded theory study","year":2015,"lang":"en","type":"article","venue":"Contemporary Nurse","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"Australian Government","keywords":"Aged care; Audit; Medicine; Nursing; Sleep (system call); Project commissioning; Health care; Personal care; Grounded theory; Qualitative research; Family medicine; Publishing; Business","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001186778,0.0003024936,0.0005241865,0.0002344077,0.0003188395,0.00004865674,0.0005333769,0.00020882,0.001294465],"category_scores_gemma":[0.0002559497,0.0002899273,0.0001093523,0.0002026738,0.00009588522,0.0005032342,0.0002334964,0.0006353268,0.0007367126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003165516,"about_ca_system_score_gemma":0.0004823401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007500238,"about_ca_topic_score_gemma":0.005347298,"domain_scores_codex":[0.9948666,0.002732036,0.000828102,0.0006099769,0.0004740385,0.0004892314],"domain_scores_gemma":[0.9982972,0.0002591777,0.0002203421,0.0007133592,0.0002308431,0.0002790417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001656984,0.0003634119,0.1565904,0.0003050778,0.0001731788,0.0003346728,0.6131258,0.00000476934,0.0001153052,0.00076746,0.2260819,0.0004810461],"study_design_scores_gemma":[0.008689731,0.0002738136,0.1023861,0.0003623805,0.00005969098,2.437372e-7,0.792833,0.000005147414,0.00002693118,0.001625789,0.09336089,0.0003763195],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9323745,0.001440219,0.0000736848,0.0006485675,0.001814943,0.004519203,0.0002810534,0.0003071818,0.05854066],"genre_scores_gemma":[0.9144006,0.000002234319,0.00004484938,0.0003029428,0.0001619649,0.000383671,0.0003066864,0.00003130703,0.08436574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1797071,"threshold_uncertainty_score":0.9999553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07200861286410268,"score_gpt":0.3840286022852873,"score_spread":0.3120199894211847,"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."}}