{"id":"W4409786286","doi":"10.1097/01.gox.0001112052.49047.cb","title":"24. Radial Nerve Recovery After Humerus Fracture Using Frequentist and Bayesian Statistics","year":2025,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Frequentist inference; Statistics; Bayesian probability; Fracture (geology); Mathematics; Bayesian inference; Geology; Geotechnical engineering","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":[0.01336745,0.0004443312,0.0007830409,0.00363407,0.0003813087,0.001135463,0.0007107919,0.0008875381,0.001817779],"category_scores_gemma":[0.05611786,0.0003759737,0.001676593,0.001551504,0.0006196269,0.001224641,0.0007347293,0.0008735862,0.0003581379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009510725,"about_ca_system_score_gemma":0.001458536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008689892,"about_ca_topic_score_gemma":0.007247848,"domain_scores_codex":[0.993925,0.003969075,0.0005855503,0.000726911,0.0006007847,0.0001926039],"domain_scores_gemma":[0.9528389,0.03857735,0.00556139,0.001266409,0.001253345,0.0005026674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0010948,0.0002321922,0.7786416,0.0003392169,0.001644403,0.0004535991,0.0003341567,0.1124146,0.0004639172,0.003785651,0.002419569,0.09817629],"study_design_scores_gemma":[0.000106968,0.0006369053,0.2376883,0.0002330479,0.0003984918,0.001412771,0.0002460507,0.7387024,0.0005569514,0.0181901,0.001726061,0.0001020577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7938212,0.002095666,0.1945503,0.001533875,0.00005068037,0.0003899662,0.0038115,0.0005396422,0.003207201],"genre_scores_gemma":[0.9791853,0.0003038862,0.01833154,0.0000683996,0.00003991921,0.0001048812,0.001584868,0.00001953692,0.0003616845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01336745,"threshold_uncertainty_score":0.07069463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143210093373639,"score_gpt":0.2852260147001566,"score_spread":0.2709050053627927,"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."}}