{"id":"W3156412645","doi":"10.1111/jgs.17157","title":"Interpretation use for consent to hip fracture surgery in patients with limited <scp>English</scp> proficiency","year":2021,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; University of Ottawa","funders":"National Institute on Aging","keywords":"Medicine; Hip fracture; Interpretation (philosophy); Informed consent; Retrospective cohort study; Medical record; Limited English proficiency; Psychological intervention; Surgery; Physical therapy; Health care; Psychiatry; Internal medicine; Alternative medicine; Linguistics; Law; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01143004,0.0002846002,0.0004406103,0.002164905,0.001228969,0.001268671,0.0009752148,0.0006603471,0.005650074],"category_scores_gemma":[0.07081959,0.000283455,0.0006064206,0.001897755,0.001318937,0.001499364,0.002138604,0.001022753,0.0007345809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189547,"about_ca_system_score_gemma":0.003866942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002742719,"about_ca_topic_score_gemma":0.004366767,"domain_scores_codex":[0.9748681,0.01193403,0.007750697,0.0008237211,0.00353263,0.001090869],"domain_scores_gemma":[0.9155253,0.02884224,0.03972663,0.005300018,0.007588714,0.003017107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003336475,0.0002031478,0.9217947,0.001119014,0.00007030534,0.005048879,0.009858252,0.0001201164,0.0004221174,0.001156421,0.01051445,0.049359],"study_design_scores_gemma":[0.0001412211,0.0008932925,0.8985714,0.00403536,0.0001192886,0.02270604,0.02140556,0.001748263,0.001557757,0.002494677,0.0461734,0.0001536207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541302,0.005664566,0.005030837,0.006551639,0.0002820049,0.002804113,0.003573563,0.0000886818,0.0218744],"genre_scores_gemma":[0.9889339,0.001594371,0.004420378,0.001506875,0.0001684974,0.001132656,0.001375096,0.00002871264,0.0008394577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01143004,"threshold_uncertainty_score":0.06044853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04968787971861954,"score_gpt":0.3541113893235773,"score_spread":0.3044235096049577,"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."}}