{"id":"W4399703582","doi":"10.29011/2688-9501.101547","title":"Analyzing Linguistic and Culturally Discordant Care from the Perspectives of Nurses and Nurse Practitioners in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"International Journal of Nursing and Health Care Research","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Nursing; Linguistics; Psychology; Sociology; Medicine","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":[0.007422989,0.0003805627,0.00054545,0.001423523,0.02283905,0.005058417,0.001958959,0.001027427,0.002067025],"category_scores_gemma":[0.01101827,0.0005330505,0.0003087776,0.003310767,0.008008561,0.001481989,0.005818633,0.001881808,0.0001816005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1196406,"about_ca_system_score_gemma":0.2209932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9830594,"about_ca_topic_score_gemma":0.9949377,"domain_scores_codex":[0.99243,0.003090658,0.0002959566,0.000484716,0.001819693,0.001878876],"domain_scores_gemma":[0.9855462,0.004492612,0.00180592,0.0003024694,0.004304838,0.003547942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003997048,0.00001902537,0.02583699,0.000179043,0.000009615016,0.0009786335,0.9632452,0.0000395024,0.0003850961,0.000582361,0.002298908,0.00638567],"study_design_scores_gemma":[0.000003794119,0.00001679237,0.0161414,0.0002126162,0.000008263947,0.00009517049,0.971109,0.00004208486,0.00005452375,0.00009590073,0.01220568,0.00001468702],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973801,0.002892652,0.0004642778,0.01040228,0.00009715356,0.0001419048,0.0002557335,0.00001031409,0.01193465],"genre_scores_gemma":[0.9902187,0.002326471,0.0007069221,0.002693678,0.00002040991,0.00009488028,0.0001047781,0.00002000475,0.003814241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1196406,"threshold_uncertainty_score":0.8680576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062788341821745,"score_gpt":0.5477916844233975,"score_spread":0.4415128502412231,"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."}}