{"id":"W4414797402","doi":"10.1016/j.exppara.2025.109033","title":"Molecular diagnosis of tropical theileriosis: Development and validation of species-specific qPCR assays in Pakistan","year":2025,"lang":"en","type":"article","venue":"Experimental Parasitology","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control","funders":"Higher Education Commision, Pakistan; University of British Columbia; Quaid-i-Azam University","keywords":"Theileria; Molecular diagnostics; Neglected tropical diseases; Tropical disease; Diagnostic test; Protozoal disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002303925,0.001035819,0.0006823852,0.001447396,0.0007326332,0.00100469,0.0006509059,0.0009511449,0.00138064],"category_scores_gemma":[0.002059608,0.000643195,0.0005158138,0.0008382261,0.001060367,0.0006751769,0.000628802,0.001100477,0.0006397496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009567382,"about_ca_system_score_gemma":0.001065262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006943246,"about_ca_topic_score_gemma":0.01678636,"domain_scores_codex":[0.9976295,0.0004521986,0.0001857463,0.000634362,0.0007331339,0.0003649771],"domain_scores_gemma":[0.998183,0.000447574,0.000416719,0.0001094511,0.0007481995,0.00009509751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004277183,0.000292644,0.1019579,0.000959561,0.00009122067,0.0002208498,0.001006613,0.00137452,0.8332062,0.0007509536,0.00119595,0.05851591],"study_design_scores_gemma":[0.00007013411,0.002677154,0.3016664,0.0004970657,0.0005100859,0.002039688,0.003778668,0.008422259,0.6473085,0.001437999,0.03142683,0.0001651723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8821592,0.004179471,0.08690106,0.0008709113,0.000459403,0.001323451,0.009545529,0.0005514093,0.01400954],"genre_scores_gemma":[0.9263431,0.003096929,0.06049474,0.0004973407,0.0000758111,0.0005760789,0.004695494,0.00004602072,0.004174264],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006943246,"threshold_uncertainty_score":0.01380569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307730844344527,"score_gpt":0.3050834049935529,"score_spread":0.2920060965501076,"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."}}