{"id":"W2922362544","doi":"10.1038/s41585-019-0172-8","title":"Continence in nursing homes: a state of irreversible decline?","year":2019,"lang":"en","type":"review","venue":"Nature Reviews Urology","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Urinary continence; Nursing homes; Nursing; Urinary system; Urinary incontinence; Intensive care medicine; Physical therapy; Gerontology; Urology; Internal medicine","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003275308,0.0004816453,0.004408924,0.0006449919,0.0000703409,0.000004099238,0.0007986516,0.001297527,0.0005280298],"category_scores_gemma":[0.000666387,0.0003632852,0.0006708928,0.0007652217,0.00007930987,0.00008094432,0.0004038583,0.00383826,0.0009466871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001687696,"about_ca_system_score_gemma":0.000464036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001528953,"about_ca_topic_score_gemma":0.00009043611,"domain_scores_codex":[0.9919432,0.004167151,0.002342992,0.0006626524,0.0002300592,0.000653961],"domain_scores_gemma":[0.9958217,0.0008797864,0.002177347,0.0009175913,0.0001120947,0.00009151318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001308521,0.00007196753,0.00003307239,0.07346304,0.00005748545,0.000006832517,0.000102615,4.361636e-7,8.105227e-8,0.001181853,0.02385625,0.9012133],"study_design_scores_gemma":[0.0004546623,0.00004541351,0.0000393243,0.04065124,0.0007339679,0.00000399386,0.000007642195,0.000003425009,1.518986e-8,0.0005614707,0.9572582,0.0002406489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.938553e-7,0.9744273,0.0002768974,0.0003293959,0.002336805,0.006659118,0.00004106689,0.00003688601,0.01589208],"genre_scores_gemma":[0.000007346674,0.9924642,0.0003741825,0.001425882,0.0001234292,0.0003841168,0.0001101957,0.00004916131,0.005061429],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9334019,"threshold_uncertainty_score":0.999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08922669125339433,"score_gpt":0.5160670969856416,"score_spread":0.4268404057322472,"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."}}