{"id":"W2410472172","doi":"10.1097/dss.0000000000000430","title":"Continuous Versus Interrupted Sutures for Facial Surgery Repair","year":2015,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005908544,0.0002754898,0.001058543,0.0002024026,0.00008890453,0.0000231614,0.00008138074,0.0002712164,0.0001379007],"category_scores_gemma":[0.004796034,0.0002036584,0.001070933,0.0002362806,0.0001442782,0.00009344336,0.00005196701,0.0001800713,0.00006872866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005807866,"about_ca_system_score_gemma":0.0002399169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002940687,"about_ca_topic_score_gemma":0.000005648087,"domain_scores_codex":[0.9980162,0.0001257311,0.000582897,0.0004027035,0.0003067508,0.0005656618],"domain_scores_gemma":[0.9946052,0.004262775,0.0001729024,0.0003220231,0.0002384231,0.0003986855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005190318,0.0002441432,0.3448637,0.0001337175,0.0003024178,0.001285833,0.0001279323,0.00000229923,0.00005468898,0.0002792142,0.6394582,0.008057503],"study_design_scores_gemma":[0.002988766,0.0001850186,0.05583493,0.0001616817,0.0002241937,0.000994315,0.001449281,0.000181508,0.002520421,0.0003440301,0.9344785,0.0006373207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865673,0.002184595,0.00006285676,0.002901246,0.003857522,0.0004303338,0.00002465413,0.0006642575,0.003307202],"genre_scores_gemma":[0.9963706,0.00007581784,0.000192095,0.002113181,0.0005698125,0.00009186971,0.0001823025,0.00003159905,0.000372708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2950203,"threshold_uncertainty_score":0.8304947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1382998296939885,"score_gpt":0.3292792027934899,"score_spread":0.1909793730995014,"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."}}