{"id":"W4411413365","doi":"10.2106/jbjs.24.01223","title":"Higher Reoperation Rates in Planned, Staged Treatment of Open Fractures Compared with Fix-and-Close","year":2025,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Bone fractures and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Surgery; Odds ratio; Confidence interval; Nonunion; Internal fixation; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001108644,0.0001864118,0.0004886811,0.0005042581,0.0003046127,0.0004397601,0.0003061339,0.0003872629,0.002259646],"category_scores_gemma":[0.00466354,0.0002261308,0.0009117672,0.0003613041,0.0003307103,0.0002788973,0.0004517441,0.0005265303,0.0001088649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003479951,"about_ca_system_score_gemma":0.0004934396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001628512,"about_ca_topic_score_gemma":0.002483003,"domain_scores_codex":[0.9987928,0.0002953798,0.0001472501,0.0003260977,0.0002949638,0.0001434735],"domain_scores_gemma":[0.9966661,0.0007789453,0.001821815,0.000234668,0.0001535321,0.0003449068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001118639,0.0001568137,0.9922333,0.00004504109,0.0001536724,0.000115744,0.0001241087,0.00006793482,0.000453884,0.00005650248,0.000107854,0.005366543],"study_design_scores_gemma":[0.0000888652,0.0009900252,0.9969189,0.00002821071,0.000118371,0.000644781,0.0003405728,0.0002644721,0.000225558,0.00009435396,0.0002759062,0.00000985847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993398,0.0002066275,0.0001519559,0.00002193123,0.000009458159,0.00001597466,0.00004915112,0.000001313355,0.0002038664],"genre_scores_gemma":[0.9996436,0.00006509831,0.00008881935,0.0000240605,0.000007132457,0.00001462741,0.00006592272,0.000001134646,0.00008964318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002259646,"threshold_uncertainty_score":0.00755924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03364135836684844,"score_gpt":0.3182481225683312,"score_spread":0.2846067642014828,"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."}}