{"id":"W2162912656","doi":"10.1002/nur.20318","title":"Perceptions of bed days for individuals with chronic illness in extended care facilities","year":2009,"lang":"en","type":"article","venue":"Research in Nursing & Health","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto; York University; Ministry of Health and Long Term Care","funders":"Canadian Institutes of Health Research","keywords":"Bed rest; Exacerbation; Medicine; Hospital bed; Physical therapy; Emergency medicine; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003080021,0.0001708914,0.0005659423,0.001110256,0.000883849,0.00001526733,0.0002613618,0.0002100679,0.00006297448],"category_scores_gemma":[0.0001687264,0.0001531093,0.00005882769,0.001240395,0.0002821084,0.0001325661,0.00002402306,0.001090556,0.000008959603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003334537,"about_ca_system_score_gemma":0.003928179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003530153,"about_ca_topic_score_gemma":0.003955002,"domain_scores_codex":[0.995214,0.001369389,0.0007368303,0.0004321234,0.0006863427,0.001561244],"domain_scores_gemma":[0.9979151,0.0008337349,0.0001512431,0.0004362264,0.0004340601,0.0002295728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008417329,0.0007655321,0.02626614,0.004196216,0.0000119211,0.000005698866,0.4330858,0.00008638519,0.0002344607,0.005568499,0.009785193,0.5191525],"study_design_scores_gemma":[0.005686352,0.00504012,0.417781,0.01127935,0.000009395836,0.000004302613,0.5424265,0.00008914967,0.00009007309,0.01014592,0.007077695,0.0003700639],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730224,0.004815914,0.00019813,0.01438763,0.000392987,0.004007526,0.0002526377,0.00006582167,0.002856967],"genre_scores_gemma":[0.9974492,0.0004364385,0.001085442,0.00005467447,0.0001994019,0.0002682319,0.0001252684,0.0000247885,0.0003565471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5187824,"threshold_uncertainty_score":0.8719697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09382532250571987,"score_gpt":0.5156469310780436,"score_spread":0.4218216085723238,"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."}}