{"id":"W4407569202","doi":"10.1111/wrr.70005","title":"Pressure injuries and biofilms: Microbiome, model systems and therapies","year":2025,"lang":"en","type":"review","venue":"Wound Repair and Regeneration","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint-Vincent Hospital; Carleton University","funders":"University of Otago","keywords":"Microbiome; Intensive care medicine; Medicine; Biofilm; Immune system; Dysbiosis; Bioinformatics; Immunology; Biology; Bacteria","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":[0.0001621832,0.0003073366,0.0009320053,0.0001867586,0.0002628294,0.0001149149,0.00002212864,0.0003841892,0.000001208736],"category_scores_gemma":[0.00001261497,0.0001946534,0.000105275,0.00009901368,0.0001212987,0.00005419458,0.00003544131,0.0001512615,8.001158e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002915993,"about_ca_system_score_gemma":0.0002020495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005970077,"about_ca_topic_score_gemma":0.000008197577,"domain_scores_codex":[0.9988895,0.00008745107,0.0003510684,0.0004310476,0.00009720075,0.0001437378],"domain_scores_gemma":[0.9994597,0.00005153277,0.0001186933,0.0002312454,0.00005724701,0.0000815359],"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":[0.0001248431,0.0003566146,0.0004909759,0.3512692,0.00552009,0.0000328716,0.001791793,0.00002716575,0.0001862874,0.007057705,0.01048622,0.6226563],"study_design_scores_gemma":[0.0005738924,0.0001905766,0.00001805838,0.01585367,0.003891613,0.0002187713,0.00005645837,0.001231163,0.00001119606,0.00006020618,0.9776137,0.0002807208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007244381,0.9974868,0.00003427556,0.00009323926,0.0001998626,0.001031071,0.0000850283,0.0001046783,0.0002406451],"genre_scores_gemma":[0.0004337835,0.9776481,0.0006143393,0.00002923024,0.0001733066,0.0001075457,0.000293366,0.00002240148,0.02067791],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9671274,"threshold_uncertainty_score":0.7937737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02956180021225414,"score_gpt":0.3238477693222861,"score_spread":0.294285969110032,"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."}}