{"id":"W6959940342","doi":"10.11575/prism/33763","title":"A pragmatic study exploring the prevention of delirium among hospitalized older hip fracture patients: Applying evidence to routine clinical practice using clinical decision support","year":2010,"lang":"en","type":"other","venue":"University of Calgary","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Toronto; Alberta Health Services","keywords":"Delirium; Hip fracture; Decision support system; Clinical decision support system; Clinical Practice; MEDLINE","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001509753,0.0001751489,0.0004898838,0.00003659552,0.0001186709,0.00001437052,0.0004595284,0.0003475646,0.0005801304],"category_scores_gemma":[0.0008257111,0.00007887019,0.0002481397,0.0001869016,0.0001559433,0.0001154999,0.0002877177,0.0004330938,0.000007404803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001100163,"about_ca_system_score_gemma":0.00003352766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011089,"about_ca_topic_score_gemma":0.000851681,"domain_scores_codex":[0.9979982,0.0005480775,0.0005234698,0.0003872801,0.0003693849,0.0001736189],"domain_scores_gemma":[0.9978023,0.0009241953,0.0006829694,0.0001857097,0.0002969775,0.0001078833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001066669,0.003812882,0.5000849,0.0001052365,0.0003355913,0.00006861589,0.001343056,0.00001115071,0.0007028366,0.00001454096,0.02620912,0.4662454],"study_design_scores_gemma":[0.00122823,0.003060489,0.90402,0.0008472297,0.0006550988,0.000003159133,0.00196377,0.00007623016,0.00001793954,0.00003201236,0.08772729,0.0003686101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946572,0.00008948886,0.0008863552,0.000133731,0.0005870386,0.001452986,0.00001144538,0.00002311538,0.002158617],"genre_scores_gemma":[0.9768652,0.0006727726,0.01408009,0.0003829205,0.000620464,0.000006493855,0.00008590206,0.00002059024,0.007265513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4658768,"threshold_uncertainty_score":0.6352022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05512099173938047,"score_gpt":0.3182629167937808,"score_spread":0.2631419250544004,"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."}}