{"id":"W6959413554","doi":"10.1139/facets-2024-0006","title":"An expert opinion process to prioritize One Health information needs during a zoonotic disease outbreak","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Environment and Climate Change Canada","funders":"","keywords":"Operationalization; Process (computing); Expert opinion; Influenza A virus subtype H5N1; Information needs; Knowledge base; Expert elicitation; One Health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005865867,0.0002788038,0.0004938932,0.000184049,0.0003973485,0.002542407,0.001407737,0.00007768358,0.0009522881],"category_scores_gemma":[0.00007535999,0.0001150271,0.0001461898,0.001694941,0.00002910875,0.005315858,0.000280179,0.0002249253,0.00004560383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272414,"about_ca_system_score_gemma":0.00006642652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001767367,"about_ca_topic_score_gemma":0.0001104204,"domain_scores_codex":[0.9976621,0.0001732264,0.0007738094,0.0002924809,0.0006665371,0.0004318866],"domain_scores_gemma":[0.9985237,0.00009369092,0.0003265055,0.0001177642,0.000207972,0.0007304302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005019463,0.0006145916,0.09723024,0.001013431,0.0001791801,0.00002114743,0.00490957,0.0002537499,0.5927073,0.0002170678,0.02361373,0.278738],"study_design_scores_gemma":[0.0001345735,0.00004910634,0.9703978,0.001546253,0.0000119854,0.000011216,0.001074405,0.00004978039,0.003112459,0.0003375361,0.02288477,0.0003901694],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812958,0.01266185,0.00002331357,0.0038116,0.0006938073,0.0009385277,0.0001041508,0.0001397566,0.0003312348],"genre_scores_gemma":[0.995402,0.002618263,0.00001875223,0.000697737,0.0009582633,0.0001007907,0.0001127583,0.000003496043,0.00008795272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8731675,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1547475377480562,"score_gpt":0.4868634877136858,"score_spread":0.3321159499656295,"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."}}