{"id":"W2292077677","doi":"10.1177/120347541201600104","title":"Purse-String Suture for Round and Oval Defects: A Useful Technique in Dermatologic Surgery","year":2012,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Zhejiang University","keywords":"Medicine; Scars; Fibrous joint; Surgery; Dermatology","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":[0.001385488,0.0002083547,0.001149935,0.0004732676,0.00006364025,0.00001527613,0.00003910496,0.0001966936,0.00003918703],"category_scores_gemma":[0.001857635,0.0001308257,0.0002434495,0.00021149,0.0001416101,0.000161593,0.00001886165,0.0003812903,3.535268e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004217844,"about_ca_system_score_gemma":0.0001016009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001255951,"about_ca_topic_score_gemma":0.00000406702,"domain_scores_codex":[0.9982707,0.00009043662,0.0007722565,0.0001449079,0.0002867629,0.0004349422],"domain_scores_gemma":[0.9946174,0.004441229,0.0003273873,0.0001025204,0.0001175245,0.0003939272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001169906,0.0001908993,0.9659814,0.0006416356,0.0001211606,0.004180422,0.000434236,0.000001105348,0.002766697,0.0001078991,0.01654753,0.007857107],"study_design_scores_gemma":[0.003764632,0.001381173,0.2355414,0.007332556,0.001052327,0.4258483,0.004582462,0.00005631003,0.005213408,0.001885411,0.3123795,0.0009625201],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694262,0.02493075,0.0001597529,0.004698911,0.0004100433,0.0002521548,0.000001617304,0.00001552713,0.0001051153],"genre_scores_gemma":[0.9919873,0.004872189,0.0002489119,0.00170914,0.001097951,0.000009242694,0.000003731212,0.00002153826,0.00005001865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.73044,"threshold_uncertainty_score":0.5334917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04856045187461142,"score_gpt":0.2988522252883206,"score_spread":0.2502917734137092,"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."}}