{"id":"W4416442484","doi":"10.1016/j.injury.2025.112905","title":"Are bony Lis-Franc injuries best treated operatively with trans-articular screws or bridge plates?","year":2025,"lang":"en","type":"article","venue":"Injury","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Calgary General Hospital; Foothills Medical Centre","funders":"","keywords":"Bridge (graph theory); Deformation (meteorology); Welding; Work (physics)","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":[0.0006152006,0.000748631,0.001161975,0.001829389,0.001164324,0.001442163,0.00120899,0.004770259,0.006134576],"category_scores_gemma":[0.007457276,0.000413001,0.0007058074,0.00198352,0.002822297,0.002317487,0.0004535264,0.001469795,0.001606684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007072291,"about_ca_system_score_gemma":0.002027968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003068561,"about_ca_topic_score_gemma":0.00670561,"domain_scores_codex":[0.9992896,0.00006036193,0.00009968955,0.00009442027,0.000193987,0.0002619476],"domain_scores_gemma":[0.9982159,0.0004240802,0.0007258788,0.00006885734,0.0003172181,0.0002480447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002874292,0.0009443179,0.5281159,0.0009715367,0.0002386056,0.04906372,0.0006213261,0.001620696,0.007806014,0.003878745,0.007963391,0.3959014],"study_design_scores_gemma":[0.0004288178,0.002397211,0.4958302,0.002501844,0.0006180915,0.4217235,0.0159075,0.001956948,0.007487654,0.02354048,0.02733885,0.0002690212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8141096,0.04831867,0.01063807,0.0653621,0.002388296,0.0001496551,0.0005050176,0.0002349045,0.05829372],"genre_scores_gemma":[0.975329,0.01291437,0.00276295,0.00352333,0.002112113,0.00003313178,0.0002477739,0.00003786201,0.003039337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006134576,"threshold_uncertainty_score":0.02052218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972041120280437,"score_gpt":0.3073349727231945,"score_spread":0.2876145615203901,"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."}}