{"id":"W4393278786","doi":"10.1097/prs.0000000000011424","title":"Assessing Scar Outcomes Using Objective Scar Measurement Tools: An Adjunct to Validated Scar Evaluation Scales","year":2024,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scars; Medicine; Keloid; Hypertrophic scar; Vascularity; Adjunct; Inter-rater reliability; Surgery; Rating scale; Psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002175533,0.0004268419,0.0008863243,0.0009549669,0.0002964459,0.0005003146,0.0001017829,0.0001809063,0.0002767293],"category_scores_gemma":[0.003900136,0.0003105459,0.0003169857,0.0008318599,0.000251439,0.0009924633,0.00007868031,0.0003461317,0.000106493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327146,"about_ca_system_score_gemma":0.001578874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008264094,"about_ca_topic_score_gemma":0.00002689864,"domain_scores_codex":[0.9954956,0.0006072285,0.0006512136,0.0009009934,0.001692739,0.0006521929],"domain_scores_gemma":[0.9957296,0.00222266,0.0001231303,0.0003844178,0.00112798,0.0004122639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003783718,0.0005086244,0.5149189,0.0004400446,0.002515503,0.0007157697,0.0006677449,0.001084554,0.02108517,0.00006861,0.000413032,0.4572037],"study_design_scores_gemma":[0.00186777,0.0003220991,0.9238029,0.004024885,0.001906786,0.002074448,0.005707372,0.0462524,0.01231292,0.0005349811,0.0001886912,0.001004795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919735,0.0007902334,0.002182493,0.000161511,0.002721599,0.001066279,0.00007364121,0.0002006125,0.0008301677],"genre_scores_gemma":[0.9970465,0.00001834179,0.002407108,0.00005554488,0.0001921911,0.0001056399,0.00009348676,0.00005906599,0.00002217485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4561988,"threshold_uncertainty_score":0.9999347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2408678268631633,"score_gpt":0.4119100497885471,"score_spread":0.1710422229253838,"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."}}