{"id":"W4413279372","doi":"10.5435/jaaosglobal-d-24-00329","title":"Mechanism of Injury Affects the Incidence and Time to Recovery of Nerve Injuries Associated With Humeral Shaft Fractures","year":2025,"lang":"en","type":"article","venue":"JAAOS Global Research and Reviews","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Medicine; Odds ratio; Nerve injury; Anesthesia; Confidence interval; Incidence (geometry); Cohort; Surgery; Cohort study; 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":[0.0004831043,0.0002052392,0.0001701767,0.0008419208,0.0001629047,0.0003970174,0.0003613838,0.0004686503,0.002915608],"category_scores_gemma":[0.004383127,0.0001768156,0.0004295926,0.0005312936,0.000262551,0.0004230102,0.000369311,0.0003437362,0.0004016832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877353,"about_ca_system_score_gemma":0.0002504347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001083756,"about_ca_topic_score_gemma":0.001580767,"domain_scores_codex":[0.9995012,0.00009761269,0.00007867959,0.00007407218,0.0001404224,0.000107939],"domain_scores_gemma":[0.9958645,0.0008522369,0.002652534,0.0001143316,0.0002392785,0.0002771177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000710409,0.00001453817,0.9966876,0.000009138249,0.00001609239,0.0001327901,0.000009426718,0.00004079426,0.0001588623,0.000005416588,0.00002558367,0.002828895],"study_design_scores_gemma":[0.00000192115,0.00006783236,0.9975641,0.00000855417,0.000009963768,0.002056043,0.00005465709,0.00009216943,0.00007909018,0.00001151029,0.00005230239,0.000001776697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986097,0.0008210751,0.000155894,0.00004149379,0.000006782686,0.000004462338,0.00006166623,0.000005328505,0.0002935045],"genre_scores_gemma":[0.9993318,0.0003304023,0.0001191971,0.00001019202,0.00001620146,0.000002652465,0.00008671611,0.000001792139,0.0001011638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002915608,"threshold_uncertainty_score":0.009753704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223019737557702,"score_gpt":0.3857288859502239,"score_spread":0.3634986885746468,"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."}}