{"id":"W4298139704","doi":"10.1200/jco.2022.40.28_suppl.168","title":"Patient-reported outcomes in a linguistically diverse cancer population: Addressing barriers to access.","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; First language; Population; Language barrier; Family medicine; Ethnic group; Demography; Linguistics; Environmental health; 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":[0.003196207,0.0001310273,0.0003163072,0.0005876967,0.00120067,0.001375098,0.0004561267,0.0003509396,0.001917001],"category_scores_gemma":[0.01345034,0.0001251551,0.0003982831,0.001478633,0.0003459647,0.0008188721,0.001482288,0.0009443657,0.0002032668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002011001,"about_ca_system_score_gemma":0.003323582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03428283,"about_ca_topic_score_gemma":0.07248157,"domain_scores_codex":[0.9977271,0.001084118,0.0002098563,0.0001065548,0.0004868368,0.0003855988],"domain_scores_gemma":[0.9952501,0.001305906,0.001417617,0.00006113912,0.000901869,0.001063228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002184259,0.0004936339,0.9299558,0.0004837989,0.0000800558,0.0002751329,0.01171758,0.0001447249,0.0001031998,0.0001471233,0.00629214,0.05008834],"study_design_scores_gemma":[0.00005680317,0.0007583813,0.9482707,0.0005523096,0.00006991834,0.0004783318,0.04193779,0.0004783159,0.000110322,0.0002207417,0.007029169,0.0000370596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899929,0.001370189,0.00008517001,0.003533063,0.00002620199,0.0001315275,0.0007949442,0.000007759,0.004058267],"genre_scores_gemma":[0.9979454,0.0005842074,0.0001825572,0.000515829,0.000009921334,0.0001258815,0.0003854708,0.000003167126,0.0002475954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03428283,"threshold_uncertainty_score":0.06816655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3815861645943233,"score_gpt":0.637614743551324,"score_spread":0.2560285789570007,"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."}}