{"id":"W3138743044","doi":"10.1186/s13071-021-04646-0","title":"Masting by beech trees predicts the risk of Lyme disease","year":2021,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Bundesamt für Gesundheit; Natural Sciences and Engineering Research Council of Canada; Saskatchewan Health Research Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Beech; Biology; Lyme disease; Entomology; Parasitology; Ecology; Zoology; Virology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006777453,0.0003560338,0.0001663795,0.000412245,0.0002401093,0.0005896203,0.0002066452,0.0004213057,0.002554819],"category_scores_gemma":[0.001824767,0.0001798418,0.0004062827,0.0003782647,0.0001489066,0.0002643984,0.0002145544,0.0004808568,0.0003764177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001830092,"about_ca_system_score_gemma":0.0001595531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004484626,"about_ca_topic_score_gemma":0.008166311,"domain_scores_codex":[0.9997306,0.00008632158,0.00002127031,0.00007453523,0.00003392845,0.00005333563],"domain_scores_gemma":[0.997645,0.0005528473,0.001083637,0.0001129162,0.0001508344,0.0004547594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002313292,0.00002213626,0.9991978,0.000003313569,0.00002560019,0.00001062014,0.0000122737,0.00009220318,0.00009919041,0.000004134605,0.00008202794,0.0004276035],"study_design_scores_gemma":[0.000001218876,0.00002517553,0.9989864,0.000004052049,0.00001535311,0.00003350812,0.00003380215,0.00080303,0.00002107462,0.00001338916,0.00006189504,0.000001016335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990286,0.0002066006,0.000135811,0.000058678,0.000007219408,0.000002772534,0.0003016687,0.000006365875,0.0002523162],"genre_scores_gemma":[0.9993497,0.00006437019,0.000125554,0.00001285922,0.000007519714,0.000002583455,0.0003048383,0.000001916053,0.0001307139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004484626,"threshold_uncertainty_score":0.008917034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007557083695923257,"score_gpt":0.2303962485034673,"score_spread":0.222839164807544,"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."}}