{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000310958,0.0001659717,0.0002880531,0.000167395,0.0004962701,0.00001499413,0.0002782435,0.0001416672,0.0002516418],"category_scores_gemma":[0.0001231112,0.0001583344,0.0001078256,0.0003054175,0.00007110705,0.0003743912,0.0002123887,0.0003331701,0.00002470038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158802,"about_ca_system_score_gemma":0.0001202557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001822671,"about_ca_topic_score_gemma":0.001036285,"domain_scores_codex":[0.9983193,0.0002427901,0.0004684071,0.0003775643,0.0001602923,0.0004316103],"domain_scores_gemma":[0.998794,0.0004631142,0.0001193437,0.0003801574,0.0001902779,0.00005315017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009705538,0.0002960713,0.02216836,0.007234002,0.000197902,0.00001369382,0.00857673,0.008097028,0.00002232308,0.749396,0.0259807,0.1770466],"study_design_scores_gemma":[0.001839618,0.00003510882,0.002050412,0.0003155697,0.00005095662,1.456235e-7,0.007488635,0.00004452676,0.00003035884,0.01367022,0.9743235,0.0001509365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01849204,0.2124227,0.04396074,0.005685249,0.01335021,0.01597937,0.0005707502,0.0008235706,0.6887153],"genre_scores_gemma":[0.9283075,0.003240999,0.004389645,0.00114492,0.0002476232,0.004619471,0.0001623258,0.00003113845,0.05785632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9483428,"threshold_uncertainty_score":0.645669,"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."}}