{"id":"W4366218695","doi":"10.1590/1413-785220233101e250368","title":"EFFICACY AND SAFETY OF KNOTLESS BARBED SUTURES IN CAPSULAR CLOSURE FOLLOWING DISTAL FEMUR FRACTURE FIXATION","year":2023,"lang":"en","type":"article","venue":"Acta Ortopédica Brasileira","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Barbed suture; Surgery; Fibrous joint; Fixation (population genetics); Femur; Vicryl","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":[0.0002567529,0.000214331,0.000512987,0.0001729684,0.00008624226,0.00002604612,0.0001076525,0.0002443414,0.0001565693],"category_scores_gemma":[0.0004583561,0.0001668842,0.0002006244,0.0005695153,0.00008454527,0.0001316167,0.00007262383,0.0003389223,0.000007816108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003213223,"about_ca_system_score_gemma":0.00006272933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001048473,"about_ca_topic_score_gemma":0.00003403011,"domain_scores_codex":[0.9984307,0.00007515932,0.0004163831,0.0003631279,0.0003877596,0.0003268932],"domain_scores_gemma":[0.9990064,0.0003834951,0.0001196406,0.0002828787,0.00003436104,0.0001732416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0012736,0.0002997633,0.9452466,0.0002722788,0.0002507237,0.0006269532,0.001578517,0.00004918537,0.04136512,0.0002776867,0.002394551,0.006364976],"study_design_scores_gemma":[0.003176596,0.0001189831,0.9850758,0.0003634502,0.00008534818,0.00001451831,0.0003942223,0.00008787237,0.002149769,0.0000458242,0.008312353,0.0001752898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963061,0.0006626009,0.000006903329,0.001711694,0.0001455205,0.0004054301,0.00001812797,0.00009244334,0.0006512],"genre_scores_gemma":[0.9987635,0.0002169521,0.00004320562,0.0003442069,0.0001870298,0.00001117439,0.0001842255,0.00003273062,0.0002169516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03982913,"threshold_uncertainty_score":0.6805339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432865213362649,"score_gpt":0.2849194782276753,"score_spread":0.2705908260940488,"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."}}