{"id":"W4411628234","doi":"10.1097/asw.0000000000000324","title":"Surgical Options for Advanced Pressure Injuries","year":2025,"lang":"en","type":"article","venue":"Advances in Skin & Wound Care","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Pressure injury; Psychological intervention; Conservative management; Intensive care medicine; Medical emergency; Surgery; Nursing","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":[0.0004340236,0.00040812,0.0001943512,0.0009502541,0.000993097,0.000604268,0.0003482873,0.0008814886,0.07785454],"category_scores_gemma":[0.002263738,0.00009084397,0.0006243956,0.0002909714,0.0003592805,0.001054145,0.001162355,0.001407672,0.01017198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002402964,"about_ca_system_score_gemma":0.0009672227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002621863,"about_ca_topic_score_gemma":0.001299027,"domain_scores_codex":[0.9997792,0.0000389485,0.00001863032,0.00001302615,0.00009776171,0.00005249907],"domain_scores_gemma":[0.9995062,0.0001453399,0.00008193112,0.00001781699,0.00006672193,0.0001819032],"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":[0.0001319602,0.0007197746,0.006348733,0.001640871,0.00002725379,0.006209862,0.0008632865,0.0005595724,0.002336647,0.01020809,0.2190837,0.7518702],"study_design_scores_gemma":[0.00008396486,0.0008040998,0.01661809,0.003831047,0.00002903987,0.05052403,0.002631523,0.0004615622,0.001652269,0.01982974,0.9034813,0.00005336902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07022723,0.07795715,0.03293828,0.08664133,0.01058289,0.0008713061,0.0006581481,0.001155414,0.7189683],"genre_scores_gemma":[0.4283685,0.2164154,0.07126072,0.03863402,0.01283044,0.0009044096,0.001540631,0.000328207,0.2297177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07785454,"threshold_uncertainty_score":0.2604494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316904583518296,"score_gpt":0.4321720704495418,"score_spread":0.4190030246143588,"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."}}