{"id":"W4415226003","doi":"10.12968/jowc.2025.0356","title":"An innovative, highly conformable, mesh-free healing matrix dressing: results of a clinical trial","year":2025,"lang":"en","type":"article","venue":"Journal of Wound Care","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Clinical trial; Clinical Practice; Matrix (chemical analysis); Wound healing; Randomized controlled trial","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001420893,0.0001577022,0.0009088542,0.0003371091,0.0001080625,0.00004409058,0.0002162682,0.0002028634,0.000009076572],"category_scores_gemma":[0.0009951839,0.0001144281,0.0002522561,0.0004959911,0.00009812903,0.0001634401,0.00003760101,0.0005796871,0.000001582678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001560605,"about_ca_system_score_gemma":0.001841929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000110935,"about_ca_topic_score_gemma":0.00001947486,"domain_scores_codex":[0.9967925,0.0001418801,0.00216393,0.0001672393,0.0005185126,0.0002159624],"domain_scores_gemma":[0.9961989,0.0002635457,0.001158029,0.0004475085,0.001754446,0.0001775535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7693,0.00572279,0.06652022,0.002516362,0.004382986,0.001418633,0.0135409,0.0002209294,0.001331328,0.00517752,0.03673638,0.09313192],"study_design_scores_gemma":[0.7744424,0.03217297,0.04561879,0.006385087,0.002120531,0.0003710794,0.01338476,0.0002091946,0.004705555,0.001543355,0.1185368,0.0005094843],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873666,0.001221964,0.0001011153,0.001585068,0.00166272,0.0003436042,0.00004945254,0.00001810511,0.007651377],"genre_scores_gemma":[0.9945775,0.0001306788,0.00339392,0.0002977304,0.0007703748,0.000002231582,0.00003478704,0.00001299007,0.0007798303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09262244,"threshold_uncertainty_score":0.4666241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06718919758808638,"score_gpt":0.4605825339356142,"score_spread":0.3933933363475278,"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."}}