{"id":"W4307680734","doi":"10.22467/jwmr.2022.02201","title":"Early Compression Therapy for Deep Skin Defects: A New Treatment Option to Prevent Hypertrophic Scars or Contractures","year":2022,"lang":"en","type":"article","venue":"Journal of Wound Management and Research","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Muscle contracture; Scars; Hypertrophic scar; Surgery; Contracture; Hypertrophic scars","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001711307,0.0003208181,0.0002738835,0.0007656782,0.0001425255,0.0001986828,0.0002548198,0.000336821,0.001973845],"category_scores_gemma":[0.0002121651,0.00006523568,0.000178777,0.0002239829,0.0002381883,0.0002237895,0.0001702278,0.0004192984,0.0002463975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009959583,"about_ca_system_score_gemma":0.0002162548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002083792,"about_ca_topic_score_gemma":0.0007005926,"domain_scores_codex":[0.9999386,0.00001007527,0.000004797498,0.000009090708,0.00002615203,0.0000113055],"domain_scores_gemma":[0.9998717,0.00003624034,0.00003914377,0.000007058869,0.00001349936,0.00003239366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.00112976,0.001541528,0.0204614,0.00174519,0.0000833641,0.007018364,0.0001521774,0.0005209804,0.06978874,0.0006314983,0.002662982,0.894264],"study_design_scores_gemma":[0.005357837,0.05821746,0.3370572,0.003682456,0.001090413,0.3325871,0.000834175,0.007738352,0.08877899,0.003030211,0.1613751,0.0002508053],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7139881,0.2551663,0.0155974,0.002556661,0.0005257948,0.0002844946,0.0001394806,0.0002287338,0.01151306],"genre_scores_gemma":[0.9215944,0.05770872,0.014715,0.00102011,0.000964871,0.0001660744,0.0001893188,0.00001700164,0.003624521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001973845,"threshold_uncertainty_score":0.006603122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07856645558630346,"score_gpt":0.4043999414202427,"score_spread":0.3258334858339392,"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."}}