{"id":"W4367367181","doi":"10.1093/pch/pxad017","title":"Improving health outcomes for patients and families with preferred language other than English or French (PLOEF)","year":2023,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Health equity; Health care; Equity (law); Medicine; Family medicine; Language barrier; Race (biology); Nursing; Public health; Sociology; Political science","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":[0.005733535,0.000175952,0.0003828875,0.0005273666,0.002257003,0.00224699,0.0008174201,0.004027484,0.006146411],"category_scores_gemma":[0.03479315,0.00007103471,0.0007790052,0.0005463273,0.002108711,0.001761993,0.001420264,0.003251772,0.000522616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003459578,"about_ca_system_score_gemma":0.01209432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03131863,"about_ca_topic_score_gemma":0.04933317,"domain_scores_codex":[0.9943367,0.003301341,0.0004199773,0.0002600265,0.0007954445,0.0008865298],"domain_scores_gemma":[0.9805602,0.01218288,0.002409526,0.0003298321,0.002749224,0.001768483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001322667,0.0001131829,0.03197305,0.003918098,0.0001245501,0.003738205,0.02152538,0.0002591417,0.0003143068,0.05458127,0.6147972,0.2685232],"study_design_scores_gemma":[0.00009525657,0.0002257418,0.0465699,0.02090482,0.0001918899,0.004471066,0.02925323,0.0002539923,0.0004192926,0.02517607,0.8723248,0.0001140454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01384083,0.0268134,0.0003525862,0.9329678,0.004712865,0.0000173629,0.0001847158,0.00001722567,0.02109319],"genre_scores_gemma":[0.5020474,0.09074036,0.001588208,0.3801139,0.01618203,0.000159268,0.0003386049,0.00003712064,0.008793169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03131863,"threshold_uncertainty_score":0.06227267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03550566876175301,"score_gpt":0.3774655931286459,"score_spread":0.3419599243668928,"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."}}