{"id":"W2484584017","doi":"10.2215/cjn.13661215","title":"Supportive Care: Communication Strategies to Improve Cultural Competence in Shared Decision Making","year":2016,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Kidney Research UK; Alberta Innovates - Health Solutions","keywords":"Medicine; Competence (human resources); Cultural competence; MEDLINE; Clinical decision making; Nursing; Intensive care medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001755212,0.0001157314,0.000573943,0.00003209879,0.0002270486,0.00002763392,0.001324383,0.0001106619,0.00003410103],"category_scores_gemma":[0.00117938,0.00006370176,0.0005084628,0.0004637241,0.002462476,0.0003222666,0.0002732582,0.0004638754,0.000004693625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000290474,"about_ca_system_score_gemma":0.000613186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006029964,"about_ca_topic_score_gemma":0.001352695,"domain_scores_codex":[0.9966553,0.001185578,0.001200553,0.0001872829,0.0004364473,0.0003348683],"domain_scores_gemma":[0.9937202,0.00310666,0.00173661,0.0003436597,0.0009578586,0.00013497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002535909,0.0003473149,0.2444325,0.00006983757,0.0002974999,0.00002022421,0.1691905,0.0001465673,0.02203128,0.004805229,0.07725091,0.4788723],"study_design_scores_gemma":[0.001164275,0.001530171,0.7543502,0.0006366998,0.00004949798,0.00002435667,0.1811638,0.00001560118,0.00004137023,0.006982155,0.05381079,0.0002311378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659016,0.0003151332,0.0003063033,0.03258437,0.0004105181,0.00024334,0.00001223399,0.00000914109,0.0002173466],"genre_scores_gemma":[0.9762934,0.001149625,0.01335032,0.0089437,0.0002373018,0.000004048035,3.426412e-7,0.000006736992,0.00001448458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5099177,"threshold_uncertainty_score":0.9073095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06422954378219148,"score_gpt":0.4506645148913417,"score_spread":0.3864349711091503,"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."}}