{"id":"W4306177532","doi":"10.1097/01.xcs.0000896276.18939.9d","title":"Minimally Invasive Reconstructive Surgery for Healing Complex Wounds: A Prospective Clinical Study","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Periodontal Regeneration and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Skin grafting; Clinical endpoint; Biomaterial; Prospective cohort study; Wound healing; Patient satisfaction; Wound dressing; Randomized controlled trial","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":[0.003919017,0.000824065,0.001050484,0.0007845747,0.0007059029,0.0009173082,0.0004483517,0.001000479,0.004217402],"category_scores_gemma":[0.00248898,0.0005346274,0.0009630517,0.001092525,0.0009399044,0.0009266846,0.0005686975,0.0008840856,0.0009932942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003816187,"about_ca_system_score_gemma":0.0009443779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002807849,"about_ca_topic_score_gemma":0.0004639569,"domain_scores_codex":[0.9985819,0.0005212834,0.0001911817,0.0002852516,0.0002522097,0.000168146],"domain_scores_gemma":[0.9965999,0.0009439842,0.001139668,0.0002491308,0.0003484215,0.0007189453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09775821,0.05497629,0.8124261,0.00167386,0.0008685908,0.001550532,0.0008380656,0.0002634455,0.00478745,0.0002169575,0.0008967733,0.02374367],"study_design_scores_gemma":[0.02977235,0.3201826,0.6386661,0.0003310345,0.000843333,0.003247312,0.001371062,0.0004346491,0.001061045,0.0001574979,0.003827841,0.0001052309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995497,0.001739803,0.0001856597,0.00004269142,0.00002076883,0.001744123,0.0003130676,0.000003740809,0.0004531094],"genre_scores_gemma":[0.9910609,0.002160165,0.001192812,0.0003845186,0.0001867944,0.003306634,0.001085491,0.000004149414,0.0006186021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004217402,"threshold_uncertainty_score":0.02072603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06957770048233722,"score_gpt":0.3495537410252428,"score_spread":0.2799760405429056,"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."}}