{"id":"W4392131810","doi":"10.1111/jocd.16236","title":"Split‐level folding, step‐type tension‐relieving suture technique, and the evaluation on scar minimization","year":2024,"lang":"en","type":"article","venue":"Journal of Cosmetic Dermatology","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fourth Military Medical University; National Natural Science Foundation of China","keywords":"Medicine; Fibrous joint; Surgery; Folding (DSP implementation); Tension (geology); Materials science; Structural engineering; Ultimate tensile strength; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0007240949,0.0001141095,0.0003716529,0.0001967215,0.00006798005,0.0000397271,0.00006604698,0.0001309899,0.0001175027],"category_scores_gemma":[0.0008458793,0.00005940767,0.0001324769,0.0002255435,0.0001164423,0.00005969433,0.00002405075,0.0003469037,0.000006975984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003726587,"about_ca_system_score_gemma":0.0001289038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001563326,"about_ca_topic_score_gemma":5.714413e-7,"domain_scores_codex":[0.9987066,0.000240601,0.0004104762,0.0001254776,0.0003829963,0.0001338842],"domain_scores_gemma":[0.998592,0.0006899021,0.0001636838,0.0001187443,0.0003562488,0.00007944574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01276034,0.0008699122,0.01862571,0.002244172,0.002725914,0.006662168,0.003372107,0.0007218578,0.0414257,0.1142694,0.2648967,0.5314261],"study_design_scores_gemma":[0.02537881,0.00356565,0.152989,0.009788488,0.00770682,0.1820168,0.002382456,0.1280918,0.01660894,0.04264665,0.4277327,0.001091878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9071529,0.0373997,0.004942503,0.04527941,0.00181673,0.001067661,0.000002648427,0.00005280149,0.002285623],"genre_scores_gemma":[0.995443,0.001108742,0.00195388,0.001144186,0.0002183354,0.000006375217,0.000002738028,0.00001474681,0.0001080239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5303342,"threshold_uncertainty_score":0.2422575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03762832284327529,"score_gpt":0.338032507334274,"score_spread":0.3004041844909988,"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."}}