{"id":"W3015634694","doi":"","title":"Pressure ulcer prevention: an evidence-based analysis.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002034945,0.000168201,0.0003167804,0.0003224351,0.0003834751,0.00003234784,0.000369148,0.0001486234,0.001958069],"category_scores_gemma":[0.0001940829,0.00015082,0.0002373542,0.0007253588,0.00002377941,0.0005612377,0.00006400764,0.0003122989,0.0001067634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005771252,"about_ca_system_score_gemma":0.00007364812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004357543,"about_ca_topic_score_gemma":0.0001524319,"domain_scores_codex":[0.9969293,0.001099527,0.0005071802,0.0004439278,0.000406085,0.0006139731],"domain_scores_gemma":[0.998433,0.0001355243,0.0002528761,0.0007444794,0.0001430856,0.0002910154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007568024,0.001971051,0.1120469,0.0006731536,0.003268939,0.00002527307,0.001127359,0.003695986,0.00005016553,0.02713838,0.154376,0.6948701],"study_design_scores_gemma":[0.0006291698,0.00003891141,0.828042,0.00003679908,0.001221703,7.964241e-8,0.00007280565,0.0008105578,0.00001401467,0.001381871,0.1675895,0.0001625959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1288257,0.01264681,0.2648518,0.114165,0.007767897,0.05517448,0.0001319134,0.006312424,0.4101239],"genre_scores_gemma":[0.9401076,0.00003146027,0.0004339735,0.004870121,0.0002894067,0.002532195,0.00003975531,0.00001198216,0.05168355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8112819,"threshold_uncertainty_score":0.9989543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1451279973876425,"score_gpt":0.4179180743768374,"score_spread":0.272790076989195,"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."}}