{"id":"W4399932143","doi":"10.3201/eid3007.231660","title":"Body Louse Pathogen Surveillance among Persons Experiencing Homelessness, Canada, 2020–2021","year":2024,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Bartonella species infections research","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Louse; Pathogen; Biology; Pathogenic organism; Environmental health; Virology; Medicine; Immunology; Microbiology; Zoology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001630051,0.0003108847,0.0003468922,0.0002272714,0.000737828,0.0001468432,0.0002469995,0.0001478919,0.005956527],"category_scores_gemma":[0.0002590634,0.0003082143,0.0001827858,0.0007894433,0.0003274127,0.0002186843,0.0001864659,0.0004880621,0.0003906658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000520476,"about_ca_system_score_gemma":0.0008437146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1449613,"about_ca_topic_score_gemma":0.2818989,"domain_scores_codex":[0.9978746,0.0002798369,0.0003118262,0.0006431057,0.0001390494,0.0007516373],"domain_scores_gemma":[0.9989324,0.0003033853,0.00005555581,0.0004833303,0.0001165635,0.0001088329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004671266,0.0003478716,0.7461331,0.0002967373,0.001033774,0.0007966028,0.003239916,0.0007020363,0.05375584,0.0008445306,0.1796145,0.01318828],"study_design_scores_gemma":[0.00125127,0.0002101768,0.3540394,0.0002715357,0.0001776559,0.0004318442,0.005602299,0.0006680149,0.005604111,0.0001057607,0.6300384,0.001599588],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713039,0.01946014,0.0001772101,0.0001913428,0.004007656,0.0002722747,0.0003956423,0.0005155558,0.003676244],"genre_scores_gemma":[0.9949214,0.0004209936,0.000002257479,0.00004443601,0.0002933542,0.0001551437,0.0001943132,0.00006285562,0.003905233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4504238,"threshold_uncertainty_score":0.999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004159835903602496,"score_gpt":0.2333679069869893,"score_spread":0.2292080710833868,"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."}}