{"id":"W7073850880","doi":"","title":"Reassuring and managing patients with concerns about swine flu: Qualitative interviews with callers to NHS Direct","year":2010,"lang":"en","type":"article","venue":"Research Portal (King's College London)","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Response Biomedical (Canada)","funders":"","keywords":"Credibility; Qualitative research; Triage; Anxiety; Hotline; Health professionals; Service (business); Public health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009778884,0.0003236303,0.00043859,0.0003301768,0.0002296819,0.0001277757,0.0003051473,0.00009699,0.0001064119],"category_scores_gemma":[0.0001030381,0.0002567497,0.00004921933,0.0007404753,0.0002471491,0.0003008234,0.0002152065,0.0008980438,0.0000191837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009029774,"about_ca_system_score_gemma":0.0000833992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002430409,"about_ca_topic_score_gemma":0.003814723,"domain_scores_codex":[0.9973528,0.0001010706,0.0003594701,0.000496776,0.0008315265,0.0008583638],"domain_scores_gemma":[0.9984686,0.0002609779,0.00005443051,0.0004356753,0.0003106141,0.0004696636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01342036,0.003750298,0.2092918,0.01328843,0.009992433,0.01242066,0.4350903,0.01667554,0.08251265,0.04157435,0.05871592,0.1032673],"study_design_scores_gemma":[0.0416856,0.01433521,0.1704491,0.01227682,0.0005761906,0.0005647573,0.1055733,0.07512029,0.02801098,0.002567496,0.5353116,0.01352873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671498,0.000183916,0.0001445967,0.0001431903,0.0001700531,0.001010307,0.0001637519,0.0001756121,0.0308588],"genre_scores_gemma":[0.997655,0.00007732157,0.001064699,0.00003001952,0.00009245393,0.0001383121,0.00003249409,0.00009349074,0.000816181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4765957,"threshold_uncertainty_score":0.9999885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270057601550833,"score_gpt":0.3170177260215787,"score_spread":0.2900119658664954,"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."}}