{"id":"W4392869323","doi":"10.3133/tm19a1","title":"[Disease/condition] case definition [template] for wildlife","year":2024,"lang":"en","type":"article","venue":"Techniques and methods","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey; Canadian Wildlife Health Cooperative","keywords":"Wildlife; Computer science; Wildlife disease; Environmental science; Geography; Biology; Ecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00166395,0.001009757,0.0008161963,0.003586229,0.0007641376,0.001189185,0.001546947,0.00160413,0.4697852],"category_scores_gemma":[0.01309241,0.0005796172,0.001133779,0.00230144,0.000300006,0.001463612,0.001136659,0.001418785,0.1486815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202326,"about_ca_system_score_gemma":0.00197896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007751036,"about_ca_topic_score_gemma":0.01074103,"domain_scores_codex":[0.9987261,0.0002979331,0.0004415183,0.0001295048,0.0002868727,0.0001181055],"domain_scores_gemma":[0.9948117,0.001924281,0.0008383594,0.0003856435,0.00167998,0.0003601331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004791522,0.00004353824,0.0007484895,0.0005506744,0.000004040344,0.0004525791,0.00008254514,0.00009660338,0.0001316051,0.001416544,0.9672288,0.02919664],"study_design_scores_gemma":[0.0001158101,0.00005732384,0.007784173,0.002343503,0.00001114254,0.003556929,0.0002571711,0.0003392772,0.0002649298,0.004305637,0.9809241,0.00004013364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003652068,0.003201544,0.03325186,0.0156992,0.004928381,0.03321918,0.449568,0.003443281,0.4530364],"genre_scores_gemma":[0.02111609,0.008688839,0.09187068,0.02067574,0.003098798,0.04752185,0.5047675,0.00343973,0.2988208],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4697852,"threshold_uncertainty_score":0.7562871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07701115346635334,"score_gpt":0.4757384626906124,"score_spread":0.3987273092242591,"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."}}