{"id":"W2424992926","doi":"10.1097/01.asw.0000475308.06130.df","title":"The Art of Dressing Selection","year":2015,"lang":"en","type":"article","venue":"Advances in Skin & Wound Care","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society for Digital Humanities","funders":"","keywords":"Medicine; Delphi method; Skin care; Selection (genetic algorithm); Health professionals; Wound care; Health care; Product (mathematics); Nursing; Intensive care 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":[],"consensus_categories":[],"category_scores_codex":[0.0005258594,0.00006582363,0.0001078666,0.00004613259,0.000245957,0.000007780468,0.0001401255,0.00004890477,0.00004293607],"category_scores_gemma":[0.0001112924,0.0000484817,0.00002912247,0.0001778745,0.00004565465,0.000206363,0.00008868205,0.0002120151,0.00004844802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001386966,"about_ca_system_score_gemma":0.00009324719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004725503,"about_ca_topic_score_gemma":0.003647438,"domain_scores_codex":[0.9988926,0.0002936346,0.0002787721,0.0001250176,0.0002042976,0.000205647],"domain_scores_gemma":[0.9993315,0.0001446074,0.0001504115,0.0001710002,0.0001629081,0.00003958815],"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":[0.0005300346,0.0002158805,0.1987804,0.001930164,0.000101581,0.00001113754,0.06458296,0.007491121,0.0001185337,0.08541341,0.1223152,0.5185096],"study_design_scores_gemma":[0.0004671386,0.00002519978,0.003026069,0.0001153122,0.000008389614,2.691124e-7,0.01908372,0.00005079325,0.00005513503,0.004300701,0.9728098,0.00005746085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04120027,0.04053636,0.01545425,0.001833405,0.007742511,0.002921745,0.00001209679,0.0002009796,0.8900984],"genre_scores_gemma":[0.9914294,0.0004769524,0.000481371,0.000220675,0.0001290614,0.0001256338,0.000008204087,0.000009905971,0.007118831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9502291,"threshold_uncertainty_score":0.2035356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03252916311722431,"score_gpt":0.4287331800330972,"score_spread":0.3962040169158729,"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."}}