{"id":"W4283209265","doi":"10.1186/s12936-022-04210-w","title":"Gaps in knowledge and practices of malaria prevention in Francophone African immigrants in Metropolitan Edmonton","year":2022,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Malaria; Odds ratio; Medicine; Immigration; Family medicine; Metropolitan area; Environmental health; Language barrier; Confidence interval; Public health; Malaria prevention; Odds; Demography; Geography; Population; Nursing; Immunology; Pathology; Health services; Logistic regression","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008859205,0.0001999197,0.0001791726,0.000572369,0.001197928,0.0007661048,0.000492134,0.0004013077,0.002251265],"category_scores_gemma":[0.001997653,0.0001173919,0.0001885889,0.0006255059,0.0006440743,0.0004109469,0.0005708525,0.0003621173,0.0001235531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003498205,"about_ca_system_score_gemma":0.006461169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6687701,"about_ca_topic_score_gemma":0.7112589,"domain_scores_codex":[0.999564,0.00009612033,0.00002557303,0.00004701363,0.00007949831,0.0001877198],"domain_scores_gemma":[0.9988158,0.0002540761,0.0003869598,0.00002338857,0.000177203,0.0003426571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001349037,0.0001541639,0.9312719,0.0003023744,0.00004229209,0.0008737644,0.03139518,0.00009845668,0.0006585979,0.0003061013,0.00120186,0.03356041],"study_design_scores_gemma":[0.00000724167,0.0001052401,0.9618102,0.0004765184,0.00001629901,0.0002453413,0.03504646,0.0001299972,0.00006327116,0.00004718988,0.00203827,0.00001413824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980921,0.000534899,0.00001515924,0.0005106262,0.000004757794,0.000005520327,0.00006400239,0.000001093777,0.0007718253],"genre_scores_gemma":[0.9989029,0.0005642851,0.00006123192,0.0001483787,0.000003604938,0.000007052622,0.00004472049,3.936274e-7,0.000267398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3312299,"threshold_uncertainty_score":0.6663612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785189256401327,"score_gpt":0.3279785938776387,"score_spread":0.3101267013136255,"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."}}