{"id":"W7144141982","doi":"10.71465/ajbe1552","title":"Biomedical Engineering in the Treatment of Wound Healing: Innovations and Applications","year":2023,"lang":"","type":"article","venue":"American Journal of Biomedical Engineering","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Wound healing; Tissue engineering; Wound care; Regenerative medicine; Process (computing); Wound dressing","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":[0.001145849,0.0006156708,0.0005091284,0.001452851,0.0005427545,0.001649343,0.000538571,0.001509832,0.003416287],"category_scores_gemma":[0.0006325793,0.0001999502,0.0003639858,0.001392889,0.001239212,0.001672244,0.001105568,0.001936092,0.001285234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005246704,"about_ca_system_score_gemma":0.000722606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002411831,"about_ca_topic_score_gemma":0.0004276588,"domain_scores_codex":[0.9993898,0.0001415421,0.00004610999,0.00006311503,0.0003166234,0.00004275141],"domain_scores_gemma":[0.9996268,0.0001439641,0.00005646829,0.00002309379,0.00009687374,0.00005279843],"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":[0.00007438636,0.0002631942,0.0006034272,0.004718868,0.00003361699,0.000485059,0.0004710801,0.001113696,0.05869034,0.07916923,0.01795853,0.8364187],"study_design_scores_gemma":[0.00001865588,0.0004149317,0.001105763,0.001942494,0.00004300461,0.002377712,0.0002956872,0.001543438,0.01803783,0.03295721,0.9412137,0.00004963187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00369099,0.957035,0.01368697,0.005894285,0.001927131,0.00003643322,0.00001746274,0.00005832549,0.01765344],"genre_scores_gemma":[0.03777594,0.9219909,0.02162499,0.002276607,0.003443495,0.00006667992,0.00003333626,0.00003632762,0.01275163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003416287,"threshold_uncertainty_score":0.01142865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696511234789293,"score_gpt":0.2966509178617651,"score_spread":0.2796858055138721,"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."}}