{"id":"W2109586583","doi":"10.1001/archinternmed.2011.473","title":"Preventing Pressure Ulcers in Long-term Care","year":2011,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; University of Toronto","funders":"","keywords":"Medicine; Health care; Cost effectiveness; Quality-adjusted life year; Intensive care medicine; Cost–benefit analysis; Risk analysis (engineering)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002930272,0.0001229824,0.0002848369,0.0002604551,0.00006042703,8.981074e-7,0.0003634828,0.00004450573,0.00212087],"category_scores_gemma":[0.0001485077,0.00009598371,0.00006650369,0.00007463488,0.0001308015,0.00007015782,0.0002835599,0.0003775487,0.00002162671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001359565,"about_ca_system_score_gemma":0.00003019977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277953,"about_ca_topic_score_gemma":0.0007677459,"domain_scores_codex":[0.9983837,0.0003294115,0.0006101819,0.0002086338,0.0001828048,0.0002852795],"domain_scores_gemma":[0.999115,0.0002038201,0.0002850702,0.0002698074,0.00003583026,0.00009041077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000397988,0.0001139397,0.8509614,0.002827058,0.0002048608,0.00004494753,0.09965973,0.000002415685,0.0009498798,0.002934649,0.001324746,0.04057839],"study_design_scores_gemma":[0.002076058,0.0001978267,0.9811633,0.005036933,0.00008732055,0.000001485738,0.005372951,0.0000375711,0.000310174,0.001232816,0.004381592,0.0001019232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2054443,0.003306647,0.009952172,0.0004691219,0.001640714,0.001723797,0.0000110631,0.00009058987,0.7773616],"genre_scores_gemma":[0.9894428,0.000120635,0.0005719957,0.0003854331,0.000147791,0.00005134782,0.000008937039,0.00001513268,0.009255893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7839985,"threshold_uncertainty_score":0.9987913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04128909199158456,"score_gpt":0.3847927498888602,"score_spread":0.3435036578972757,"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."}}