{"id":"W4402048114","doi":"10.2196/52089","title":"Profile and Determinants for Complications of Imported Malaria in 5 Chinese Provinces From 2014 to 2021: Retrospective Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Malaria Research and Control","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaria; Environmental health; Virology; Retrospective cohort study; Medicine; Geography; Demography; Immunology; Surgery; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006643716,0.0004054742,0.0004051555,0.001328406,0.0007078922,0.0004735181,0.0005229693,0.0003299284,0.0008329347],"category_scores_gemma":[0.001246412,0.0005838294,0.0007792453,0.001973627,0.0004323674,0.0004609439,0.0005430554,0.0003762096,0.0000918208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611896,"about_ca_system_score_gemma":0.001967863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07710674,"about_ca_topic_score_gemma":0.06240762,"domain_scores_codex":[0.9994276,0.00006830494,0.00009783821,0.0001245041,0.0001270649,0.000154672],"domain_scores_gemma":[0.9987967,0.0001018471,0.0005512268,0.0001137978,0.0002157734,0.0002206538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002401155,0.000008619289,0.9995773,0.000004980661,0.00001502914,0.00006762613,0.00003808983,0.00002493265,0.00002673175,0.000003739037,0.00003067137,0.0001781715],"study_design_scores_gemma":[0.000002679079,0.00003996252,0.9991685,0.000004328058,0.00001944179,0.0002032728,0.0002918607,0.000171404,0.00003000356,0.000004581395,0.00006042649,0.000003610376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991978,0.00009109883,0.00003993656,0.00001384668,0.000001760473,0.00001825871,0.0004566809,0.000001962543,0.000178703],"genre_scores_gemma":[0.9992304,0.00008118046,0.00004305438,0.00001174431,0.000002792414,0.00001663721,0.000564297,8.743679e-7,0.00004904282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07710674,"threshold_uncertainty_score":0.1533158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807605952866639,"score_gpt":0.3516621385869785,"score_spread":0.3335860790583121,"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."}}