{"id":"W4400134327","doi":"10.22467/jwmr.2024.02887","title":"Increased Patient Compliance with Silicone Gel Sheeting and Topical Silicone Gel for Hypertrophic Scar Improves Scar Outcomes","year":2024,"lang":"en","type":"article","venue":"Journal of Wound Management and Research","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Silicone; Hypertrophic scar; Itching; Visual analogue scale; Surgery","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":[0.0009018905,0.000123806,0.000441833,0.0001743984,0.0001814051,0.0001751796,0.0001075374,0.0002249963,0.001550774],"category_scores_gemma":[0.002013871,0.00005698127,0.0003301833,0.0001936289,0.0001414484,0.0001504935,0.0001663058,0.000291727,0.0001545442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147684,"about_ca_system_score_gemma":0.0003277858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001349659,"about_ca_topic_score_gemma":0.00029256,"domain_scores_codex":[0.9994335,0.0002523073,0.00006741062,0.00004798536,0.0001507994,0.00004790602],"domain_scores_gemma":[0.99821,0.0007103182,0.0007306531,0.00007311058,0.00009277225,0.000183183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01681555,0.007047244,0.6282969,0.000672304,0.0005500551,0.0003296875,0.0003417093,0.0008393884,0.02395327,0.00006118698,0.0008042711,0.3202885],"study_design_scores_gemma":[0.001547653,0.055633,0.935558,0.0001045736,0.0003537,0.0008034945,0.0002080918,0.001192753,0.003370802,0.00008828639,0.001122847,0.00001678675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985801,0.0006805267,0.0001565311,0.0000663818,0.000009458832,0.00004091954,0.00002728594,0.00000866177,0.0004302249],"genre_scores_gemma":[0.9990948,0.0002426961,0.0003601572,0.00005693001,0.00002468931,0.00004968593,0.00004839205,0.000001624788,0.0001210354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001550774,"threshold_uncertainty_score":0.005187809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06575433358918661,"score_gpt":0.3733164458641844,"score_spread":0.3075621122749977,"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."}}