{"id":"W3089324172","doi":"10.1111/oik.07458","title":"Mechanistic models can reveal infection pathways from prevalence data: the mysterious case of polar bears <i>Ursus maritimus</i> and <i>Trichinella nativa</i>","year":2020,"lang":"en","type":"article","venue":"Oikos","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Ursus maritimus; Biology; Predation; Ecology; Trichinella; Transmission (telecommunications); Carrion; Range (aeronautics); Zoology; Population; Cannibalism; Host (biology); Larva; Demography","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":[0.004118291,0.001292011,0.0009167814,0.001148137,0.0004973779,0.001808693,0.001902825,0.001993459,0.002905997],"category_scores_gemma":[0.009818519,0.0008500221,0.001524626,0.000586594,0.001095285,0.003072947,0.001418363,0.001674396,0.0003807387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316111,"about_ca_system_score_gemma":0.001201344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024334,"about_ca_topic_score_gemma":0.008422466,"domain_scores_codex":[0.9992674,0.0003682936,0.00004603681,0.0001866366,0.00005236322,0.0000793204],"domain_scores_gemma":[0.9948983,0.003581575,0.0009208593,0.0002747966,0.0001702277,0.0001543286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001576533,0.0001289542,0.0445665,0.0004217568,0.0003933658,0.0004699136,0.0004446325,0.883287,0.00216594,0.05651961,0.001132103,0.01031263],"study_design_scores_gemma":[0.00003072535,0.0000974838,0.01121559,0.00009414706,0.0001492848,0.0002139664,0.0002194691,0.9255214,0.0003262841,0.05908446,0.002970678,0.00007639705],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6702485,0.002856172,0.3053535,0.003846972,0.0001683536,0.0002191634,0.004725921,0.0007054423,0.01187603],"genre_scores_gemma":[0.9786074,0.001282426,0.01661755,0.0002925234,0.00005465304,0.00018839,0.001052776,0.00008477163,0.001819563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01024334,"threshold_uncertainty_score":0.02177989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0397501884574281,"score_gpt":0.2346936298038352,"score_spread":0.1949434413464071,"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."}}