{"id":"W2461002431","doi":"10.1503/cmaj.1150054","title":"Lyme law: targeting best practices","year":2015,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Lyme disease; LYME; Medicine; Focus (optics); Disease; Computer science; Borrelia burgdorferi; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03493448,0.00100899,0.001555763,0.002390466,0.009126271,0.01813662,0.00432094,0.04004592,0.03020422],"category_scores_gemma":[0.1312982,0.0008483689,0.0009976095,0.001811926,0.02247358,0.02645982,0.01687642,0.0696912,0.01067881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0146271,"about_ca_system_score_gemma":0.03876876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007491334,"about_ca_topic_score_gemma":0.01514918,"domain_scores_codex":[0.9600213,0.01844316,0.002042836,0.003019337,0.01199826,0.004475251],"domain_scores_gemma":[0.8623498,0.07379989,0.005931287,0.005286627,0.01731306,0.03531928],"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":[0.00003426147,0.0001359811,0.0004283507,0.0003607579,0.0000268886,0.0006226211,0.001829757,0.0001237067,0.0002230335,0.05138724,0.8780689,0.06675854],"study_design_scores_gemma":[0.00005667498,0.0000971135,0.0005767687,0.002731472,0.00001922601,0.000881506,0.004267586,0.0002673191,0.0001272725,0.1363359,0.8545762,0.00006296929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009513009,0.003662885,0.0002749094,0.9905334,0.003215677,0.000004542165,0.000005701565,0.00002192079,0.002185782],"genre_scores_gemma":[0.008288079,0.008275064,0.002152203,0.9664088,0.01137607,0.00004126148,0.00002294936,0.00006321757,0.003372379],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04004592,"threshold_uncertainty_score":0.1847534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687909430101406,"score_gpt":0.2617229105566482,"score_spread":0.2448438162556341,"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."}}