{"id":"W2164540763","doi":"10.1016/j.jss.2015.09.033","title":"Preoperative consent for patients with limited English proficiency","year":2015,"lang":"en","type":"article","venue":"Journal of Surgical Research","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Informed consent; General surgery; Pathology; Alternative 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006594531,0.00007752582,0.0002377532,0.0001881826,0.0005692489,0.00002015676,0.0003729106,0.000125065,0.00008050788],"category_scores_gemma":[0.008270415,0.00004687811,0.00005440991,0.0003278781,0.0001606791,0.0001133111,0.0001208831,0.001571854,0.00002363943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003239551,"about_ca_system_score_gemma":0.002304005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003361863,"about_ca_topic_score_gemma":0.00001136224,"domain_scores_codex":[0.995293,0.002415764,0.0006657263,0.0001191906,0.001028605,0.0004777581],"domain_scores_gemma":[0.9750623,0.006827584,0.0002859347,0.0002508555,0.01717777,0.0003955172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009713634,0.001023138,0.8551474,0.000377122,0.00007123577,0.00002524576,0.0467503,0.0000264266,0.000003339533,0.01043796,0.07437094,0.002053258],"study_design_scores_gemma":[0.02574958,0.02419979,0.06439598,0.005862504,0.00004361273,0.00002341413,0.1223006,0.00102679,0.00008734994,0.0041074,0.7516597,0.0005432444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711377,0.0002721026,0.00007468752,0.004925027,0.0004699041,0.001192762,0.00001644351,0.00001635104,0.02189499],"genre_scores_gemma":[0.997235,0.00008389633,0.0007176996,0.00008879731,0.0003660934,0.0001107371,0.000006529584,0.00001437003,0.001376851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7907515,"threshold_uncertainty_score":0.9901056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3663650788934274,"score_gpt":0.5660499047661629,"score_spread":0.1996848258727355,"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."}}