{"id":"W2077218648","doi":"10.1038/nm1150","title":"Social and environmental risk factors in the emergence of infectious diseases","year":2004,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":715,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Disease; Infectious disease (medical specialty); Pandemic; Medicine; Tuberculosis; Malaria; Environmental health; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009349675,0.0001903554,0.0002189298,0.00122487,0.0005160723,0.001206345,0.0003521931,0.001003894,0.003822958],"category_scores_gemma":[0.005578774,0.0002532339,0.0004871594,0.0008672854,0.0009283327,0.0005761113,0.0006845564,0.001224926,0.0001670959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005346271,"about_ca_system_score_gemma":0.0008079881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008926769,"about_ca_topic_score_gemma":0.01110158,"domain_scores_codex":[0.9992145,0.0003645933,0.00006085219,0.00007853229,0.0001103503,0.0001711646],"domain_scores_gemma":[0.9946752,0.002046904,0.001696739,0.0002076526,0.0002963717,0.001077285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000116505,0.0001409753,0.9935064,0.00001330024,0.0001156803,0.0003134035,0.0001402373,0.0002155758,0.0002367413,0.0006272061,0.0001507382,0.004423184],"study_design_scores_gemma":[0.000006515733,0.00008228308,0.9971535,0.00001955205,0.00003945448,0.0004470382,0.0004367426,0.0006568806,0.0000578479,0.0007615615,0.0003318656,0.000006729807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907568,0.003503192,0.0002199681,0.0018537,0.0000405757,0.000006555634,0.000104155,0.000005032926,0.003510084],"genre_scores_gemma":[0.9988426,0.0007083428,0.00008884362,0.0000536763,0.00006511385,0.00000155817,0.00002876046,0.000001637555,0.0002093173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008926769,"threshold_uncertainty_score":0.01774967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00876029281290426,"score_gpt":0.3003543954084948,"score_spread":0.2915941025955905,"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."}}