{"id":"W1847640766","doi":"","title":"Knowledge and Awareness Regarding Seasonal Flu among a Sample of Paramedical Staff in Holy Karbala City/ Iraq","year":2015,"lang":"en","type":"article","venue":"Bulletin KNOB","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residence; Quarter (Canadian coin); Marital status; Medicine; Demography; Sample (material); Health education; Educational qualification; Environmental health; Family medicine; Geography; Population; Public health; Socioeconomics; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004539813,0.0002480626,0.0003020943,0.0007283155,0.0009095143,0.000514441,0.0003050766,0.0004381485,0.002481413],"category_scores_gemma":[0.001497054,0.0003429883,0.0002581405,0.0006254152,0.0004042635,0.0004086175,0.0004635652,0.0004305497,0.0002946811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000459934,"about_ca_system_score_gemma":0.0008149123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01568015,"about_ca_topic_score_gemma":0.02078899,"domain_scores_codex":[0.9996328,0.00005560096,0.00004000001,0.00003717766,0.00009948479,0.0001348258],"domain_scores_gemma":[0.9991409,0.000160023,0.000318181,0.0000302557,0.0001847725,0.0001659654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003779227,0.0002337107,0.9908818,0.0001167326,0.00002336192,0.00036478,0.003922249,0.00002588715,0.0005659002,0.00002034972,0.0003307289,0.003476606],"study_design_scores_gemma":[0.000005069697,0.0003455407,0.990533,0.00006917064,0.00001201284,0.0004529153,0.00790284,0.00004768909,0.00008536402,0.00001274474,0.0005273834,0.000006273861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991887,0.0001087619,0.00002184801,0.00007332094,0.000004340298,0.00002568964,0.0001318661,0.000001174792,0.0004444549],"genre_scores_gemma":[0.9991577,0.0002251479,0.00005541767,0.0001038717,0.000007820298,0.00003247823,0.0001037148,6.18257e-7,0.0003132479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01568015,"threshold_uncertainty_score":0.03117782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124591535223096,"score_gpt":0.4373500564032932,"score_spread":0.3127585211801971,"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."}}