{"id":"W2317521939","doi":"10.1097/mlr.0000000000000522","title":"Pressure Ulcers Among Newly Admitted Nursing Home Residents","year":2016,"lang":"en","type":"article","venue":"Medical Care","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Vancouver Coastal Health Research Institute; Vancouver Coastal Health; Women's College Hospital; University of Manitoba; University of British Columbia; Winnipeg Regional Health Authority; Manitoba Health","funders":"","keywords":"Medicine; Retrospective cohort study; Community hospital; Nursing homes; Emergency medicine; Cohort; Binomial regression; Cohort study; Family medicine; Logistic regression; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004073752,0.0002456724,0.0003043427,0.0006834711,0.0004575051,0.0004889845,0.0004902846,0.0002902754,0.001077331],"category_scores_gemma":[0.002325624,0.0002790864,0.0003339435,0.0008194954,0.000227493,0.0003372094,0.000454746,0.0004801532,0.0001668313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008088849,"about_ca_system_score_gemma":0.000714354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07350836,"about_ca_topic_score_gemma":0.1136532,"domain_scores_codex":[0.9994635,0.00008793658,0.00005440822,0.0001151396,0.0001587068,0.0001203297],"domain_scores_gemma":[0.9985949,0.0001016222,0.0008197692,0.0000550571,0.0002110267,0.0002176103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003114781,0.00002688574,0.9987417,0.00001062355,0.00001345972,0.00006952825,0.00008346684,0.000009675432,0.00007031019,0.000003005062,0.0001101687,0.0008301957],"study_design_scores_gemma":[0.000003518876,0.00004388366,0.9995171,0.00001097202,0.000005068269,0.0001179016,0.0001797957,0.00003437046,0.00001934413,0.000002717059,0.00006379776,0.000001660707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999285,0.0001215045,0.00002621417,0.00003221241,0.000007042695,0.00001356208,0.0003324415,0.000002055147,0.0001799892],"genre_scores_gemma":[0.9990298,0.0001687261,0.00008570305,0.00004157955,0.00001307297,0.00001973768,0.0004661921,0.000001237876,0.0001739904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07350836,"threshold_uncertainty_score":0.146161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352365630828211,"score_gpt":0.3900684113904699,"score_spread":0.3665447550821878,"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."}}