{"id":"W2981257264","doi":"10.1089/wound.2019.1016","title":"Smart Scar Care Pad: An Innovated Silicone-Based Insert That Improved Severe Hypertrophic Scar by Integrating Optimal Pressure and Occlusion Effects","year":2019,"lang":"en","type":"article","venue":"Advances in Wound Care","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Innovation and Technology Fund; Innovation and Technology Commission","keywords":"Insert (composites); Medicine; Silicone; Hypertrophic scar; Package insert; Biomedical engineering; Surgery; Materials science; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008787803,0.0003201132,0.0005094216,0.0001520102,0.0001586818,0.00006309661,0.0001584185,0.0002362215,0.00002856563],"category_scores_gemma":[0.00006459755,0.0002201421,0.00005869137,0.000315639,0.000130037,0.000401924,0.0001159835,0.0004568591,0.000005800968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388618,"about_ca_system_score_gemma":0.0001377668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001747645,"about_ca_topic_score_gemma":0.0001210488,"domain_scores_codex":[0.9982092,0.0001315391,0.0002428271,0.0006123753,0.0003628505,0.0004412164],"domain_scores_gemma":[0.9989392,0.0001240275,0.00008814507,0.0004490042,0.0002509225,0.0001487269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009835651,0.0002371312,0.8768471,0.00307537,0.0001022499,0.0003527817,0.002503765,0.0003886255,0.04731068,0.00001935869,0.00005593627,0.0681234],"study_design_scores_gemma":[0.1006517,0.02737378,0.3707182,0.01213273,0.001427874,0.001780645,0.1401805,0.039978,0.1985278,0.0001483032,0.1015004,0.00558004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594872,0.0379736,0.00001029012,0.0001208822,0.000229138,0.001364883,0.00004728857,0.00008468466,0.0006820264],"genre_scores_gemma":[0.9977462,0.0003707298,0.0007724493,0.0003181077,0.0000302368,0.00007030742,0.0004573649,0.00003892082,0.0001957357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5061289,"threshold_uncertainty_score":0.8977134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005377398204177229,"score_gpt":0.277489180182875,"score_spread":0.2721117819786978,"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."}}