{"id":"W1634208395","doi":"10.1111/wrr.12052","title":"How mechanical deformations contribute to the effectiveness of negative‐pressure wound therapy","year":2013,"lang":"en","type":"review","venue":"Wound Repair and Regeneration","topic":"Surgical site infection prevention","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Health Research Foundation","keywords":"Negative-pressure wound therapy; Wound healing; Medicine; Myofibroblast; Wound care; Intensive care medicine; Action (physics); Surgery; Pathology; Fibrosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000443921,0.0005191918,0.00104822,0.001850355,0.0002357669,0.001006687,0.0006504178,0.001014699,0.002488496],"category_scores_gemma":[0.00059211,0.0002544481,0.0005627287,0.001144113,0.0005668387,0.001011652,0.0005139641,0.001029223,0.001091694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003819679,"about_ca_system_score_gemma":0.0004448341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007616691,"about_ca_topic_score_gemma":0.0010229,"domain_scores_codex":[0.9997796,0.00004340303,0.00003748865,0.00003636159,0.0000815962,0.00002139991],"domain_scores_gemma":[0.9997944,0.0001101497,0.00003660635,0.000005428086,0.00004345002,0.000009932798],"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":[0.00008365566,0.0001148939,0.0004237544,0.02575666,0.0001216759,0.0003094517,0.0001374931,0.0004302655,0.006526477,0.006188069,0.007581742,0.9523259],"study_design_scores_gemma":[0.00002602222,0.0003034356,0.005939049,0.007697081,0.0003011271,0.004346902,0.0002522182,0.0003474119,0.005919134,0.003913986,0.9708908,0.00006287748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003610629,0.9982468,0.0001392675,0.0001515447,0.00008122463,0.000003415226,0.000007838933,0.000003331289,0.001005527],"genre_scores_gemma":[0.00256092,0.9967223,0.000170715,0.00008518694,0.0000781343,0.000005657417,0.00001019022,0.000001010472,0.0003658887],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002488496,"threshold_uncertainty_score":0.008324862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031745894741854,"score_gpt":0.3125603750695039,"score_spread":0.2808144803276499,"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."}}