{"id":"W4313177893","doi":"10.2196/43130","title":"The Nursing Home Severity Index and Application to Pressure Injury Risk: Measure Development and Validation Study","year":2022,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"Medicine; Logistic regression; Statistic; Reliability (semiconductor); Physical therapy; Statistics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05820189,0.0007746986,0.0007252977,0.001775867,0.0005240703,0.0008301344,0.001073617,0.000682169,0.0006996475],"category_scores_gemma":[0.08822421,0.0003060122,0.001404086,0.001322522,0.001005201,0.0008039932,0.001794603,0.0007735519,0.0002613998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385328,"about_ca_system_score_gemma":0.005152811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002532752,"about_ca_topic_score_gemma":0.002172352,"domain_scores_codex":[0.9705353,0.02040129,0.002222184,0.0009466049,0.005449128,0.0004456094],"domain_scores_gemma":[0.9494755,0.02181481,0.007752363,0.005120391,0.01461388,0.001223031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002034185,0.00417281,0.8688594,0.0003644663,0.0007210131,0.0001036791,0.00213237,0.002138227,0.001331421,0.0007359012,0.0009948964,0.1164118],"study_design_scores_gemma":[0.001613931,0.02896981,0.9405348,0.0003692704,0.0007647283,0.000524436,0.001140062,0.01648649,0.004763846,0.0006284206,0.004113648,0.00009048881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717574,0.0004448827,0.0184442,0.0001194354,0.00006194632,0.007119111,0.0003552386,0.00004791285,0.001649966],"genre_scores_gemma":[0.9520685,0.0003729434,0.03735742,0.0001373923,0.00006090541,0.008422074,0.001118704,0.00002294452,0.0004390611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05820189,"threshold_uncertainty_score":0.3078047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248991001784407,"score_gpt":0.3829834035652013,"score_spread":0.3580843033867606,"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."}}