{"id":"W4381715630","doi":"10.1371/journal.pone.0286552","title":"Healthcare costs and outcomes associated with laboratory-confirmed Lyme disease in Ontario, Canada: A population-based cohort study","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Hospital for Sick Children; Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto; Queen's University","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Medicine; Emergency department; Cohort; Cohort study; Acute care; Propensity score matching; Health care; Emergency medicine; Population; Pediatrics; Internal medicine; Environmental health; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0006219673,0.0003930477,0.0003987234,0.00097073,0.001946574,0.0009811943,0.001099802,0.0004086835,0.001247722],"category_scores_gemma":[0.001654533,0.0003648055,0.0006796223,0.00300997,0.0005863048,0.0004162383,0.0006407681,0.0006371441,0.0001577222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01962262,"about_ca_system_score_gemma":0.02088406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9829669,"about_ca_topic_score_gemma":0.9881046,"domain_scores_codex":[0.9990993,0.00006212457,0.00006086281,0.0001496245,0.0003558932,0.0002722736],"domain_scores_gemma":[0.9983749,0.00006539701,0.0005461902,0.00008464301,0.0006287469,0.0003000606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003419527,0.0000224365,0.9982785,0.00001486176,0.00005597655,0.00004928013,0.0001440253,0.00005618192,0.00004900989,0.00003306846,0.000570429,0.0006920249],"study_design_scores_gemma":[0.00001084405,0.00001643621,0.9989575,0.00001718767,0.00003139835,0.00003906828,0.0002395417,0.0001798293,0.00001252373,0.0000162156,0.0004738485,0.000005473017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911793,0.0005318905,0.0001244789,0.0002979827,0.00001250192,0.0000710747,0.006645685,0.000007513914,0.00112946],"genre_scores_gemma":[0.9961621,0.000438655,0.0001757478,0.0001143201,0.00000931972,0.00003686843,0.002465188,0.000003082093,0.0005947819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01962262,"threshold_uncertainty_score":0.1423728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712582939443774,"score_gpt":0.2285306837054737,"score_spread":0.211404854311036,"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."}}