{"id":"W3114823447","doi":"10.17225/jhp00170","title":"Uncertainty to normality using ethnographic and qualitative research: a personal view","year":2020,"lang":"en","type":"article","venue":"The Journal of Haemophilia Practice","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Hemophilia Society","funders":"","keywords":"Publishing; Publication; Variety (cybernetics); Ethnography; Pharmacy; Normality; Medicine; Qualitative research; Library science; Medical education; Public relations; Sociology; Advertising; Computer science; Social science; Nursing; Political science; Business; Law","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":[0.08614121,0.001234426,0.0009729707,0.003884391,0.01446147,0.02106889,0.003081873,0.005454968,0.002826561],"category_scores_gemma":[0.09436278,0.001003722,0.0009309443,0.003381505,0.06116844,0.02614556,0.01627164,0.009365145,0.0004448245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006751695,"about_ca_system_score_gemma":0.009467577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004591082,"about_ca_topic_score_gemma":0.006411064,"domain_scores_codex":[0.8761414,0.1101548,0.001909152,0.002013989,0.007670908,0.00210982],"domain_scores_gemma":[0.78593,0.1919882,0.004510574,0.006550284,0.008244175,0.00277675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002212267,0.00003375692,0.001854546,0.0005046441,0.00002620661,0.0004797206,0.9350768,0.0001498718,0.0002929907,0.03107393,0.004668248,0.02581715],"study_design_scores_gemma":[0.000004942788,0.00004283258,0.0004342926,0.001703816,0.00001351362,0.0007465736,0.9256958,0.0001683898,0.0004777937,0.02508089,0.04559718,0.00003391934],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2487422,0.05614234,0.1086043,0.4495382,0.003342717,0.001128537,0.0003473614,0.0004105447,0.1317439],"genre_scores_gemma":[0.9107103,0.02937143,0.02144635,0.02714453,0.0007781297,0.0008615135,0.00007380945,0.0002027857,0.009411307],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08614121,"threshold_uncertainty_score":0.4555637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3864427698059794,"score_gpt":0.5456058893651581,"score_spread":0.1591631195591787,"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."}}