{"id":"W4403037616","doi":"10.1002/jgc4.1970","title":"Experiences of genetic counselors practicing in multiple languages: Progress and places for improvement","year":2024,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Newborn Screening Ontario; Children's Hospital of Eastern Ontario","funders":"","keywords":"Genetic counseling; Psychosocial; Workforce; Medical education; Medicine; Psychology; Session (web analytics); Exploratory research; Applied psychology; Clinical psychology; Family medicine; Computer science; Psychiatry","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":[0.001509061,0.0001001385,0.0002496003,0.0001813829,0.0001935911,0.00002461878,0.0001793259,0.00008822871,0.00002416879],"category_scores_gemma":[0.0003977029,0.00008135047,0.00005097034,0.0001303634,0.0000669774,0.00007146323,0.00002929609,0.0003928732,9.499728e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008279619,"about_ca_system_score_gemma":0.0004089269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001036517,"about_ca_topic_score_gemma":0.0001090818,"domain_scores_codex":[0.9980657,0.0002186559,0.001092544,0.0001355495,0.0002481529,0.0002394246],"domain_scores_gemma":[0.996904,0.001933499,0.0005432282,0.0001542372,0.000402524,0.00006252996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004154137,0.00008256268,0.06153148,0.003756179,0.00008512339,0.00002452181,0.8311566,0.0005106399,0.002441974,0.00006309085,0.0004853431,0.09944709],"study_design_scores_gemma":[0.001216553,0.001063256,0.00478614,0.008532902,0.00007745636,0.00006023077,0.9265884,0.05036344,0.0005752878,0.0004277907,0.006079532,0.0002290054],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609268,0.03521134,0.002165495,0.0004899962,0.0006758774,0.0004742999,0.000004020687,0.00001315577,0.00003897615],"genre_scores_gemma":[0.9855191,0.002675378,0.01129005,0.000116823,0.0002039007,0.0001339743,6.992267e-7,0.00001772229,0.0000423696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09921809,"threshold_uncertainty_score":0.3317375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04280125404535336,"score_gpt":0.4336277512100332,"score_spread":0.3908264971646798,"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."}}