{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005725646,0.0001201791,0.0002346049,0.00004286717,0.00008265319,0.000005146036,0.00005197258,0.0001100829,0.0003467722],"category_scores_gemma":[0.00001133285,0.0000671144,0.00006434335,0.0003475838,0.0001311256,0.00005346456,0.00006630104,0.0001152793,0.00002048156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001834936,"about_ca_system_score_gemma":0.0007774536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06663032,"about_ca_topic_score_gemma":0.5711738,"domain_scores_codex":[0.9989998,0.0000439097,0.0001658229,0.0002091587,0.0003817539,0.0001996068],"domain_scores_gemma":[0.999348,0.00003647517,0.0001144882,0.0001184134,0.0003142657,0.00006833307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001943392,0.00005837282,0.8223237,0.0001459868,0.0003300006,0.0001120293,0.02438253,0.0008696682,0.001463495,0.0001612398,0.005870001,0.1423396],"study_design_scores_gemma":[0.001625183,0.0003903113,0.9059571,0.000142792,0.0001907816,0.0001397275,0.02281828,0.0000335599,0.00047195,0.00002353152,0.06805249,0.0001542922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866927,0.001143376,5.999291e-7,0.002752325,0.001195387,0.0002781397,0.001639214,0.00005425753,0.006243988],"genre_scores_gemma":[0.9978296,0.0002638832,0.000008961299,0.001129172,0.0003508326,0.0001672372,0.00009186282,0.00000762907,0.0001508935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5045435,"threshold_uncertainty_score":0.9395851,"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."}}