{"id":"W4392269290","doi":"10.1016/j.arth.2024.01.047","title":"International Delphi Study on Wound Closure and Incision Management in Joint Arthroplasty Part 2: Total Hip Arthroplasty","year":2024,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; EVERSANA (Canada)","funders":"Ethicon","keywords":"Total hip arthroplasty; Medicine; Wound closure; Delphi method; Arthroplasty; Wound care; Surgery; Joint arthroplasty; Hip arthroplasty; Wound healing; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001219615,0.0002814796,0.0004534974,0.000336697,0.0001278632,0.0001080012,0.00009384841,0.00008749031,0.0005231116],"category_scores_gemma":[0.0001147957,0.000158407,0.0001941552,0.0002882541,0.0001725423,0.0002124119,0.0001640646,0.0007982369,0.00006663542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130642,"about_ca_system_score_gemma":0.00006515646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007949894,"about_ca_topic_score_gemma":0.00002970258,"domain_scores_codex":[0.9974926,0.0002063102,0.0008088885,0.0002831674,0.0009046108,0.0003044316],"domain_scores_gemma":[0.9988868,0.0003643708,0.000201393,0.0002420029,0.0001112209,0.0001941686],"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":[0.02341926,0.0102187,0.2267516,0.0006195509,0.007581353,0.02834014,0.024261,0.004009535,0.002740042,0.003879269,0.04215285,0.6260267],"study_design_scores_gemma":[0.008140388,0.005954222,0.7977563,0.001795347,0.0004744247,0.004841204,0.01336529,0.0008143423,0.0001790513,0.0004949626,0.1657472,0.00043731],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914206,0.001256612,0.00007686389,0.00304224,0.002246732,0.0004936976,0.000009429337,0.00002820505,0.0014256],"genre_scores_gemma":[0.9961669,0.002128114,0.0001105742,0.0001944451,0.0007989577,0.000006376054,0.000002579239,0.00002945015,0.0005625386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6255894,"threshold_uncertainty_score":0.6459649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398531205809602,"score_gpt":0.2896023204311662,"score_spread":0.2656170083730702,"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."}}