{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008084311,0.0001567919,0.0004136835,0.0004200446,0.0002527688,0.000235634,0.0001063769,0.00006898303,0.00001871461],"category_scores_gemma":[0.00007931986,0.00008277094,0.00009021162,0.0002174581,0.0003166916,0.0001361632,0.0001727129,0.0004306974,0.000003336126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008447951,"about_ca_system_score_gemma":0.00007706828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003419703,"about_ca_topic_score_gemma":0.0000040896,"domain_scores_codex":[0.9980697,0.00008892964,0.0003536949,0.0002812893,0.0007715166,0.0004348369],"domain_scores_gemma":[0.9988834,0.0003516383,0.00005944891,0.0001663651,0.0002796583,0.0002594686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008141031,0.002928842,0.2646287,0.01511106,0.007518993,0.01201257,0.001926168,0.00001927907,0.02467807,0.007239626,0.01542003,0.6403756],"study_design_scores_gemma":[0.02739136,0.01982082,0.8021534,0.006145242,0.001437287,0.004228031,0.01143732,0.00927257,0.00193207,0.003731608,0.1115145,0.0009357402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839025,0.00660069,0.00006519366,0.007272216,0.00009363825,0.0009171928,0.00000406043,0.0000161487,0.00112837],"genre_scores_gemma":[0.9930652,0.001783121,0.001802604,0.0001415612,0.0001265481,0.00003981149,0.000003399171,0.00001977917,0.003017982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6394399,"threshold_uncertainty_score":0.3375301,"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."}}