{"id":"W1974949174","doi":"10.1586/17434440.3.3.373","title":"Biological skin substitutes for wound cover and closure","year":2006,"lang":"en","type":"review","venue":"Expert Review of Medical Devices","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Wound closure; Intensive care medicine; Risk analysis (engineering); Cover (algebra); Medicine; Computer science; Surgery; Engineering; Wound healing; Mechanical engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001034013,0.000470388,0.003729672,0.00008320469,0.00006848558,0.00001520257,0.0002404611,0.000728293,0.0004858001],"category_scores_gemma":[0.0008660193,0.0002502351,0.0007674022,0.0001859996,0.0002616861,0.00003181445,0.0000715483,0.0003507217,0.00005325599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005997467,"about_ca_system_score_gemma":0.000502549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009136606,"about_ca_topic_score_gemma":0.000006815137,"domain_scores_codex":[0.997017,0.0001695164,0.001190318,0.000530671,0.0007792336,0.0003133204],"domain_scores_gemma":[0.9978731,0.0008863086,0.0004391198,0.0003617033,0.0001078252,0.0003319699],"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":[0.000006911172,0.0001883982,0.00005861392,0.2795836,0.0002728598,0.00004010932,0.000008256053,6.039e-10,1.393156e-8,0.0002063185,0.02627455,0.6933604],"study_design_scores_gemma":[0.0004544793,0.0001772475,0.00002667324,0.2661651,0.0008714623,0.0001705474,0.000002429178,6.088875e-7,2.809069e-7,0.0000123634,0.7319623,0.0001565038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001025838,0.9956814,0.00002718838,0.001224957,0.0002960732,0.001962859,0.00006484379,0.00003651917,0.0006959097],"genre_scores_gemma":[0.000004043484,0.9944009,0.001036985,0.001955966,0.0009010574,0.0004167758,0.000924095,0.00003501984,0.0003251694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7056878,"threshold_uncertainty_score":0.999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08201484012604092,"score_gpt":0.4452714601505485,"score_spread":0.3632566200245076,"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."}}