{"id":"W4321606678","doi":"10.1200/go.22.00366","title":"Patient Satisfaction With Breast Cancer Care Delivery at the National Cancer Institute of Sri Lanka: Does Language Play a Role?","year":2023,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Tamil; Medicine; Concordance; Family medicine; Breast cancer; Sri lanka; Language barrier; Patient satisfaction; Cancer; Health care; Nursing; Internal medicine; South asia","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":[0.001375328,0.0001304149,0.0003408293,0.0004509187,0.0003338499,0.001038927,0.0002529532,0.0002408338,0.003071025],"category_scores_gemma":[0.005661159,0.000100614,0.0004245047,0.0009836415,0.0004583363,0.000387981,0.0004729732,0.0004214459,0.0002472119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004630984,"about_ca_system_score_gemma":0.0006051983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004711996,"about_ca_topic_score_gemma":0.005176669,"domain_scores_codex":[0.9984988,0.000780192,0.0001602468,0.00008427339,0.0002199897,0.000256576],"domain_scores_gemma":[0.9968587,0.0009501297,0.001455507,0.00007314529,0.0003525552,0.0003099139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006650946,0.00002043185,0.9925792,0.00004660148,0.00005343018,0.00008351851,0.0009335325,0.00002030596,0.0001054453,0.00002451046,0.0001766142,0.005889878],"study_design_scores_gemma":[0.000006108793,0.0001857614,0.9939121,0.00003098383,0.00004904779,0.0003512836,0.00475965,0.0001075861,0.00006190408,0.00001985857,0.0005079117,0.000007858873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976496,0.0005717368,0.00005367327,0.0004888566,0.000007134242,0.000006360703,0.0001475812,0.000003368943,0.001071682],"genre_scores_gemma":[0.9996172,0.0001360534,0.00003328488,0.00007059223,0.000006352083,0.000003426947,0.00006091347,9.070309e-7,0.00007123769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004711996,"threshold_uncertainty_score":0.01027364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008783864288112139,"score_gpt":0.3062173275810821,"score_spread":0.2974334632929699,"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."}}