{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02728058,0.000672958,0.000846984,0.00299515,0.0002517591,0.001431956,0.0007314525,0.0004249366,0.002616016],"category_scores_gemma":[0.03998314,0.0003004336,0.0006295054,0.001608605,0.0005589579,0.001511648,0.001522624,0.0008647977,0.0004275296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000420234,"about_ca_system_score_gemma":0.001076785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000507409,"about_ca_topic_score_gemma":0.001821244,"domain_scores_codex":[0.9738357,0.01592363,0.002361152,0.0006761283,0.006909468,0.0002938971],"domain_scores_gemma":[0.9458181,0.02594004,0.01410317,0.003440073,0.009912199,0.0007864429],"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":[0.0009753043,0.001662682,0.4234418,0.00233483,0.000427599,0.0002550941,0.001339986,0.000982323,0.004625224,0.001379132,0.002509724,0.5600662],"study_design_scores_gemma":[0.0005767505,0.0105756,0.9486257,0.00237435,0.0005381951,0.002208177,0.001961145,0.01267174,0.005443186,0.002988632,0.0118562,0.0001803237],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8136805,0.01333313,0.1309089,0.001679205,0.000583262,0.007584566,0.002191175,0.000430411,0.02960895],"genre_scores_gemma":[0.8841432,0.002503808,0.1077449,0.0003692001,0.0003582788,0.002854838,0.0005671878,0.00003939115,0.001419157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02728058,"threshold_uncertainty_score":0.1442752,"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."}}