{"id":"W4380887746","doi":"10.1016/j.bioadv.2023.213519","title":"Necrosis reduction efficacy of subdermal biomaterial mediated oxygen delivery in ischemic skin flaps","year":2023,"lang":"en","type":"article","venue":"Biomaterials Advances","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University; Montreal General Hospital","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Necrosis; Hydrogen peroxide; Ischemia; Revascularization; Chemistry; Medicine; Biomedical engineering; Surgery; Pathology; Biochemistry; Internal medicine; Myocardial infarction","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002272365,0.0001801894,0.0004495722,0.0002879433,0.00005147152,0.00001993091,0.00007463808,0.0001253386,0.0001049822],"category_scores_gemma":[0.00005890783,0.0001511118,0.00007025147,0.0004960283,0.00009562523,0.0001490073,0.0000385714,0.00001826054,0.0001543399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007029191,"about_ca_system_score_gemma":0.00006948179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004628144,"about_ca_topic_score_gemma":0.000013586,"domain_scores_codex":[0.9985754,0.00006212931,0.0005331135,0.0003027332,0.0002117006,0.0003149518],"domain_scores_gemma":[0.999436,0.00005547985,0.0001671011,0.0002073985,0.00005233848,0.00008165446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001032833,0.0001870923,0.002327719,0.0002278371,0.00005228272,0.00003898974,0.0002293787,0.000004405945,0.9934669,0.000003269695,0.0002890083,0.002140244],"study_design_scores_gemma":[0.003142082,0.0001934113,0.07182874,0.0002288983,0.0000521347,0.0000322296,0.0001016787,0.00001075239,0.9222388,0.00003377321,0.002008559,0.000128939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971958,0.0004948822,6.0104e-7,0.0002168143,0.001301671,0.0003660683,0.0001039886,0.0002028561,0.0001173094],"genre_scores_gemma":[0.9978724,0.0007760993,0.0003390775,0.0000131557,0.0002707855,0.00004403688,0.0005974058,0.00002702049,0.00006002268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07122814,"threshold_uncertainty_score":0.6162161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083649973629521,"score_gpt":0.3036477580366208,"score_spread":0.2828112583003256,"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."}}