{"id":"W4417128042","doi":"10.25259/ijmr_1134_2025","title":"Emergence of human leptospirosis in Meghalaya, India: Clinical evidence from a hilly non-endemic region","year":2025,"lang":"en","type":"article","venue":"The Indian Journal of Medical Research","topic":"Leptospirosis research and findings","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Indigenous Peoples' Health; The Wellcome Trust DBT India Alliance; Department of Biotechnology, Ministry of Science and Technology, India; Wellcome Trust","keywords":"Leptospirosis; Epidemiology; Outbreak; Disease transmission; Disease; Incidence (geometry)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02122049,0.0001599036,0.0006772786,0.0008464109,0.0002933163,0.00003034684,0.003022852,0.000750297,0.001983238],"category_scores_gemma":[0.01592241,0.0001028859,0.000271794,0.001261067,0.002368694,0.0001909977,0.0006635278,0.005710001,0.00009781635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009788993,"about_ca_system_score_gemma":0.001911436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268491,"about_ca_topic_score_gemma":0.0002196659,"domain_scores_codex":[0.9933636,0.002717491,0.00164094,0.0003275424,0.001132179,0.0008182972],"domain_scores_gemma":[0.9934903,0.00485556,0.0004257818,0.0005226011,0.000484762,0.0002209722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001442048,0.0007386006,0.7162479,0.0001216461,0.0004373143,0.0008293635,0.005983595,9.262894e-7,0.08705715,0.0006640346,0.0959402,0.09053728],"study_design_scores_gemma":[0.008212129,0.004280183,0.9018999,0.01054601,0.00008459607,0.0002286051,0.01036041,0.00001840303,0.04961191,0.0079506,0.006416677,0.0003906199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770088,0.007023774,0.00009793398,0.01465518,0.0005071508,0.0003227917,0.000006398824,0.000004614076,0.0003733435],"genre_scores_gemma":[0.991966,0.007233215,0.00002018898,0.0001959583,0.0001558198,0.00001439818,0.000003802304,0.00001131415,0.0003992883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.185652,"threshold_uncertainty_score":0.9989291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.119758248207152,"score_gpt":0.4696636176030344,"score_spread":0.3499053693958824,"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."}}