{"id":"W4414364622","doi":"10.3389/fpubh.2025.1634641","title":"Performance of the One Health platform in zoonotic disease surveillance in Guinea","year":2025,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"One Health; Zoonotic disease; Disease surveillance; Public health; Disease; Disease control; Public health surveillance; Epidemiological surveillance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01726742,0.0005596672,0.0002885858,0.001491635,0.0008083797,0.002319406,0.00104287,0.0007064214,0.001600057],"category_scores_gemma":[0.02129707,0.0002914217,0.0003539368,0.001082763,0.00106487,0.001664562,0.003347945,0.0004755283,0.0002739749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002510814,"about_ca_system_score_gemma":0.006130725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01227789,"about_ca_topic_score_gemma":0.009879776,"domain_scores_codex":[0.9915385,0.005444146,0.0004118459,0.0004856611,0.0007052582,0.001414594],"domain_scores_gemma":[0.988202,0.004990017,0.00268184,0.0008746767,0.001769646,0.001481813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001402283,0.0008191831,0.8071266,0.0008660913,0.0001953787,0.000806204,0.0130724,0.008598804,0.005299851,0.00236708,0.001033158,0.1584129],"study_design_scores_gemma":[0.00008291662,0.005765033,0.9526478,0.0007592638,0.0001257461,0.0006050508,0.01883583,0.008759833,0.004941484,0.000829335,0.006539055,0.0001087246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993773,0.0001146993,0.0007328896,0.0004097502,0.00001556975,0.0002732202,0.0002279564,0.00004565445,0.00440719],"genre_scores_gemma":[0.9970471,0.00009410359,0.002326489,0.00003876457,0.000004415818,0.0001036458,0.0001343622,0.000004060325,0.0002470456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726742,"threshold_uncertainty_score":0.09131992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03015151538443943,"score_gpt":0.2935979282097868,"score_spread":0.2634464128253474,"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."}}