{"id":"W2261216215","doi":"10.1097/dss.0000000000000410","title":"Preventive Effect of Human Acellular Dermal Matrix on Post-thyroidectomy Scars and Adhesions","year":2015,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Scars; Thyroidectomy; Surgery; Swallowing; Erythema; Thyroid; Internal medicine","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":[0.0001820827,0.0001284512,0.0001728911,0.0001384041,0.00008763887,0.0001174796,0.00008923252,0.0000897821,0.0009983786],"category_scores_gemma":[0.0004024908,0.00004479597,0.0001535451,0.00007002732,0.000108684,0.00007008491,0.0001034252,0.0001358779,0.00006165907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005828465,"about_ca_system_score_gemma":0.0001063951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000164226,"about_ca_topic_score_gemma":0.0002775899,"domain_scores_codex":[0.9999303,0.00002068775,0.000006230947,0.000008300102,0.00002110215,0.00001341974],"domain_scores_gemma":[0.9997961,0.0000669574,0.00006700646,0.00001504043,0.00001801665,0.00003688955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02662433,0.009011635,0.06292646,0.0009590429,0.0001846647,0.0006809474,0.0002669281,0.0004102406,0.6907765,0.00008774856,0.0004102376,0.2076612],"study_design_scores_gemma":[0.002609332,0.2371891,0.4281639,0.0001322945,0.0005429804,0.003970019,0.0005427537,0.001633003,0.320258,0.0001111709,0.004824446,0.00002289943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988457,0.0008023711,0.0001040033,0.00001125433,0.0000087649,0.000014365,0.00001445679,0.000004379807,0.0001946536],"genre_scores_gemma":[0.9992098,0.0003606207,0.0002471995,0.00001088513,0.000008920078,0.00001215065,0.00002407264,5.525642e-7,0.0001258449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009983786,"threshold_uncertainty_score":0.003339887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02825498641936914,"score_gpt":0.3096677424082352,"score_spread":0.2814127559888661,"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."}}