{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005889802,0.000411287,0.0005802731,0.0000765799,0.0000712524,0.0001566511,0.0008947878,0.0004085897,0.7569581],"category_scores_gemma":[0.0002500752,0.0003823349,0.0001166709,0.000009497535,0.0002648282,3.64816e-7,0.0002141006,0.0002215772,0.1633527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005118378,"about_ca_system_score_gemma":0.00005199523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004961761,"about_ca_topic_score_gemma":0.0001622826,"domain_scores_codex":[0.9975217,0.0001717898,0.0007305354,0.0003711575,0.0007447824,0.0004600281],"domain_scores_gemma":[0.9979949,0.0001271099,0.0009552871,0.0006836161,0.0001073482,0.0001317233],"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":[0.00003520677,0.00002854969,0.000001723763,0.0004110257,0.00001038673,0.000004601515,0.00006932149,0.0003014624,0.0003581772,0.00002613449,0.99841,0.0003433925],"study_design_scores_gemma":[0.0003656238,0.0001150135,0.000002817271,0.0002099315,0.00002678668,0.00003367559,0.00002702492,0.00006886161,0.0005080852,0.000004899011,0.9982212,0.0004160368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003526349,0.0003389495,0.000001608827,0.000157345,0.001183035,0.0004822374,0.0003210996,0.000347103,0.996816],"genre_scores_gemma":[0.0003419682,0.00009760777,0.002270239,0.0003590914,0.0001585376,0.00001443099,0.0001295503,0.0001568124,0.9964718],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5936054,"threshold_uncertainty_score":0.9998628,"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."}}