{"id":"W2953174619","doi":"10.1101/589051","title":"Knowledge of Chagas disease in Latin American migrant population living in Japan and factors associated with knowledge level","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Trypanosoma species research and implications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Latin Americans; Disease; Chagas disease; Population; Psychology; Gerontology; Demography; Environmental health; Medicine; Political science; Sociology; Immunology; Pathology","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":[0.0004327579,0.0002180528,0.0003011953,0.0006817221,0.0006575243,0.0007285602,0.0002651234,0.0005016355,0.002146478],"category_scores_gemma":[0.001642349,0.0001623782,0.0003372612,0.000674987,0.000317616,0.0003961688,0.0004414593,0.0004815584,0.0001696631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003431889,"about_ca_system_score_gemma":0.0004965189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02289931,"about_ca_topic_score_gemma":0.0202656,"domain_scores_codex":[0.999787,0.00004350974,0.00003071434,0.00003315658,0.00004333714,0.00006214256],"domain_scores_gemma":[0.9990072,0.0001226163,0.0004335782,0.00003806872,0.0001368577,0.0002616983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002447919,0.00009471493,0.9967675,0.0000344466,0.00001850311,0.0001546929,0.001095637,0.00001383277,0.0001678024,0.000009581681,0.00009307876,0.001525693],"study_design_scores_gemma":[0.000003004441,0.00007282482,0.9960813,0.00002758704,0.00001666143,0.0001242784,0.003332222,0.00006097836,0.00002595273,0.00001179619,0.0002395528,0.000003889059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989911,0.0002034421,0.00001336086,0.0001186416,0.000003835718,0.000008142651,0.00007622322,0.000001171036,0.0005840844],"genre_scores_gemma":[0.9994592,0.0001549328,0.00002536802,0.00005417334,0.000006421551,0.000009009347,0.0000696788,4.99847e-7,0.0002206373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02289931,"threshold_uncertainty_score":0.04553205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04174875964840966,"score_gpt":0.2818499048499533,"score_spread":0.2401011452015436,"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."}}