{"id":"W4415404334","doi":"10.1097/phh.0000000000002222","title":"Pangolins, Pan troglodytes, and Pandemics","year":2025,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Anthropological Studies and Insights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Simian immunodeficiency virus; Pandemic; Virus; Human immunodeficiency virus (HIV); Mutation; Immunodeficiency; Coevolution; Immune system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005001696,0.0000646965,0.0001889775,0.00009142089,0.0008421752,0.0001526266,0.0001049633,0.00004760661,0.00002767982],"category_scores_gemma":[0.001188831,0.00004699705,0.00002809442,0.000247344,0.000238754,0.0005664331,0.00008868326,0.0001808993,9.101423e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008247767,"about_ca_system_score_gemma":0.0001385842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006067239,"about_ca_topic_score_gemma":0.000250703,"domain_scores_codex":[0.9984878,0.0005811182,0.0003261883,0.00009886539,0.0002349861,0.0002709878],"domain_scores_gemma":[0.9985881,0.0006746401,0.0003567695,0.00005089665,0.0001438086,0.0001857626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002631617,0.00008872001,0.002686464,0.0000512085,0.0001125662,0.00001123357,0.002374785,5.345742e-8,1.312155e-7,0.3933144,0.03032201,0.5710121],"study_design_scores_gemma":[0.0002871852,0.0001270915,0.008719357,0.0000223273,0.00002833159,0.000005447228,0.04461042,0.000003288781,4.667656e-8,0.002526065,0.9436282,0.00004223062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008135131,0.03182656,0.00523373,0.6462435,0.0006793095,0.0002873568,0.000001069832,0.00002229573,0.3075711],"genre_scores_gemma":[0.5487371,0.418315,0.004698579,0.02278576,0.0004072014,0.000003428637,6.508897e-7,0.000004650752,0.005047654],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9133062,"threshold_uncertainty_score":0.6477416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153869437023448,"score_gpt":0.436639957669116,"score_spread":0.3212530139667713,"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."}}