{"id":"W3164244014","doi":"10.1089/wound.2021.0061","title":"Mechanomodulation of Burn Scarring Via Pressure Therapy","year":2021,"lang":"en","type":"article","venue":"Advances in Wound Care","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Burn injury; Hypertrophic scar; Contracture; Itching; Surgery","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":[0.0003331219,0.0003244931,0.0001984713,0.0002220957,0.000153345,0.0003785422,0.000241891,0.0002459996,0.005760558],"category_scores_gemma":[0.0002921676,0.0001009284,0.0002501305,0.0001104948,0.0003767722,0.0004404987,0.0003809778,0.000752717,0.0006292051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229011,"about_ca_system_score_gemma":0.000229463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009930999,"about_ca_topic_score_gemma":0.000200418,"domain_scores_codex":[0.9998279,0.00004355677,0.000007992022,0.00001770046,0.00006218594,0.00004059136],"domain_scores_gemma":[0.9998844,0.00002916808,0.00003092974,0.00001190656,0.00002037297,0.00002331213],"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":[0.001163596,0.001223486,0.0007090867,0.001101318,0.00003889504,0.0002020749,0.0001103241,0.0003642398,0.8406869,0.001216343,0.001747118,0.1514366],"study_design_scores_gemma":[0.001115628,0.03705644,0.06311388,0.0009338185,0.0002777037,0.003551296,0.00102554,0.008786225,0.7865436,0.004368084,0.09315138,0.00007646325],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9041339,0.04731543,0.02181101,0.002359084,0.001325146,0.00055398,0.0002866127,0.0005323221,0.02168253],"genre_scores_gemma":[0.9709159,0.01602766,0.00615355,0.0007217301,0.0002755464,0.000297616,0.0001168733,0.0000330787,0.005458007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005760558,"threshold_uncertainty_score":0.01927096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469009669414381,"score_gpt":0.3367140905086244,"score_spread":0.3220239938144806,"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."}}