{"id":"W6984034878","doi":"","title":"Ticked Off By Lyme","year":2019,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lyme disease; Borrelia; Disease; Public health; LYME; Borrelia burgdorferi","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007733352,0.0009147369,0.0004836932,0.0005853804,0.001562147,0.002872919,0.0003588343,0.001756006,0.05890051],"category_scores_gemma":[0.002261932,0.0002221481,0.0005088322,0.0004342054,0.0007470153,0.001510684,0.001352936,0.002718019,0.02744255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009794133,"about_ca_system_score_gemma":0.0009872095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003642659,"about_ca_topic_score_gemma":0.004436622,"domain_scores_codex":[0.9992775,0.000169128,0.00004822779,0.000116569,0.0002126139,0.0001759489],"domain_scores_gemma":[0.9993963,0.00005982825,0.00007061278,0.00003590282,0.0001928824,0.0002443672],"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":[0.0001492759,0.00006233932,0.002574953,0.0003359567,0.00002038405,0.0009338427,0.0003966714,0.00002139129,0.001891547,0.002479647,0.8775625,0.1135716],"study_design_scores_gemma":[0.00001464277,0.00006733697,0.002117723,0.0002363715,0.000009722407,0.002234115,0.0003439675,0.00001885658,0.0002196997,0.0005562626,0.9941743,0.000007101563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02555411,0.2418684,0.002194053,0.2088059,0.1551592,0.0001933632,0.001438028,0.001775837,0.3630111],"genre_scores_gemma":[0.1111696,0.1012325,0.002787638,0.1764688,0.03366301,0.0001306986,0.002120151,0.0004124486,0.5720151],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05890051,"threshold_uncertainty_score":0.1970418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004073817755415582,"score_gpt":0.1885995276085981,"score_spread":0.1845257098531825,"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."}}