{"id":"W2620472095","doi":"10.1186/s12875-017-0636-y","title":"Practices of Lyme disease diagnosis and treatment by general practitioners in Quebec, 2008–2015","year":2017,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut National de Santé Publique du Québec; Public Health Agency of Canada","funders":"Ministère de la Santé; Institut National de Santé Publique du Québec; Public Health Agency; Ministère de la Santé et des Services sociaux; Public Health Agency of Canada","keywords":"Medicine; Erythema migrans; Lyme disease; Borrelia burgdorferi; Ixodes scapularis; LYME; Disease; Public health; Population; Pediatrics; Internal medicine; Environmental health; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005310959,0.0001738588,0.000157753,0.0006005198,0.00124256,0.0007144732,0.0007172081,0.0003685784,0.003583594],"category_scores_gemma":[0.002940769,0.0001401964,0.0002132628,0.00140826,0.000486372,0.0003220485,0.000410134,0.0004661215,0.0002406642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02148706,"about_ca_system_score_gemma":0.0181654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9819442,"about_ca_topic_score_gemma":0.9881742,"domain_scores_codex":[0.9993854,0.0001097474,0.00004971559,0.0001096509,0.0001879628,0.0001575276],"domain_scores_gemma":[0.9967817,0.0003295576,0.0008499892,0.00005523671,0.001175278,0.0008082644],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007959885,0.0000561404,0.9573095,0.0002013435,0.00004330993,0.0003157411,0.002048018,0.0002741522,0.0003775314,0.0001453333,0.009209827,0.02993959],"study_design_scores_gemma":[0.00001017736,0.00004991542,0.9882776,0.0002025743,0.00001841705,0.0002299434,0.002681991,0.0004270761,0.0000746999,0.00001523209,0.007999725,0.00001254629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703892,0.007017221,0.0004717508,0.004348624,0.0000768407,0.0001457738,0.008453848,0.00005738436,0.009039454],"genre_scores_gemma":[0.9937317,0.001735842,0.0004839706,0.0008154953,0.00002024688,0.00003138052,0.001158683,0.000005066041,0.002017689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9994689,"threshold_uncertainty_score":0.1559002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03805252074360347,"score_gpt":0.3257436034624159,"score_spread":0.2876910827188124,"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."}}