{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02801872,0.000876973,0.001167069,0.003074475,0.003109255,0.008608191,0.001956328,0.003648224,0.01362552],"category_scores_gemma":[0.07259627,0.0006205228,0.001370893,0.002017653,0.01047625,0.008002711,0.003705272,0.006886455,0.005904048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00296078,"about_ca_system_score_gemma":0.005475168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002033915,"about_ca_topic_score_gemma":0.002189112,"domain_scores_codex":[0.9620255,0.02020633,0.003648575,0.001914335,0.01147233,0.0007328781],"domain_scores_gemma":[0.9559796,0.02802167,0.002634332,0.003614511,0.008844219,0.0009056527],"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":[0.0001663826,0.000119131,0.002071296,0.005061981,0.0001063181,0.0005610939,0.00475106,0.0003784829,0.001942716,0.07939047,0.1229687,0.7824823],"study_design_scores_gemma":[0.00003774072,0.0002042524,0.002154957,0.01371308,0.00007235635,0.002758701,0.004297398,0.0003969862,0.001517616,0.08223637,0.8925111,0.00009940303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.01374051,0.3100251,0.113312,0.2617615,0.0320741,0.0009874494,0.0008537812,0.0006848968,0.2665606],"genre_scores_gemma":[0.2801666,0.3140722,0.1806178,0.1363998,0.02169695,0.00215845,0.0008202231,0.001210772,0.06285729],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02801872,"threshold_uncertainty_score":0.148179,"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."}}