{"id":"W2936487543","doi":"10.1097/corr.0000000000000740","title":"Editor’s Spotlight/Take 5: Is the Risk of Infection Lower with Sutures than with Staples for Skin Closure After Orthopaedic Surgery? A Meta-analysis of Randomized Trials","year":2019,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Orthopedic surgery; Wound closure; Closure (psychology); Meta-analysis; Fibrous joint; Randomized controlled trial; Barbed suture; General surgery; Wound healing","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":["metaresearch","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03698282,0.0003200897,0.005634781,0.0006043465,0.0001522282,0.00004234558,0.0001167735,0.0005737278,0.00104561],"category_scores_gemma":[0.009649558,0.0001191495,0.01301815,0.00177611,0.001585243,0.00006949606,0.00007894705,0.001305125,0.000003800982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001188131,"about_ca_system_score_gemma":0.0003344028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002282399,"about_ca_topic_score_gemma":0.0001370116,"domain_scores_codex":[0.990743,0.004242261,0.002361719,0.0006722871,0.001516236,0.0004644917],"domain_scores_gemma":[0.9513198,0.04505996,0.001146247,0.0007027328,0.001466274,0.0003049649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.172972,0.0006032016,0.5425367,0.0002724409,0.2800677,0.00003971645,0.0002480871,0.00005443667,0.000006322695,0.0002117679,0.00216494,0.0008226202],"study_design_scores_gemma":[0.08038748,0.00468454,0.3963334,0.0003926347,0.4923724,0.00002754636,0.000368519,0.0009911715,0.0001406078,0.0005729821,0.02326992,0.0004587768],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834105,0.009918186,0.00005532246,0.002664471,0.0007222462,0.00286683,0.0001692112,0.00001994052,0.0001733441],"genre_scores_gemma":[0.9856827,0.01156681,0.0001157673,0.0001109697,0.00083306,0.0001981996,0.00005415328,0.00004396549,0.001394375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2123046,"threshold_uncertainty_score":0.9998676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10506966464997,"score_gpt":0.4114681382064965,"score_spread":0.3063984735565265,"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."}}