{"id":"W4404455186","doi":"10.25251/skin.8.6.3","title":"Tissue-Engineered Skin Substitutes for Use in Clinical Dermatological Practice","year":2024,"lang":"en","type":"article","venue":"SKIN The Journal of Cutaneous Medicine","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dermatology; Medicine; Dermatological diseases","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":[0.003525984,0.0001560702,0.0005791105,0.0002217553,0.00004976386,0.0000223477,0.0001668942,0.0003130367,0.00009648369],"category_scores_gemma":[0.00543424,0.00007389791,0.0001470849,0.0003617618,0.0009797113,0.0001332654,0.00002395832,0.001169721,0.000008987763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006515581,"about_ca_system_score_gemma":0.0002576006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002612154,"about_ca_topic_score_gemma":0.00001942659,"domain_scores_codex":[0.9975032,0.0002410619,0.001216731,0.0001499888,0.0006524918,0.0002365477],"domain_scores_gemma":[0.9925362,0.006411247,0.0002627293,0.000197574,0.0003677218,0.000224562],"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":[0.01477891,0.002186055,0.0009813138,0.002665336,0.00230859,0.04279712,0.009329918,0.0006200845,0.01352418,0.04138479,0.2040636,0.6653601],"study_design_scores_gemma":[0.0050538,0.005478891,0.003303789,0.003982713,0.001905003,0.165374,0.001259077,0.01320706,0.001284826,0.008683564,0.7901913,0.0002760415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3055556,0.03670065,0.06771329,0.5793195,0.007721137,0.00168696,0.00001308839,0.00009608052,0.001193682],"genre_scores_gemma":[0.9881294,0.003397133,0.003885379,0.002206601,0.001886095,0.000002645087,0.000009366832,0.00002345896,0.0004599215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6825738,"threshold_uncertainty_score":0.6505686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05398185330356606,"score_gpt":0.3965942243590707,"score_spread":0.3426123710555046,"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."}}