{"id":"W7045123327","doi":"","title":"Associations Among Self-Reported Tick-Borne Disease Symptoms, Treatments & Diagnoses","year":2021,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Population; Lyme disease; Medical diagnosis; Hyporeflexia","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":[0.0008407091,0.0001747868,0.0003538531,0.001013528,0.0006460691,0.0009261245,0.0005522783,0.0004000794,0.005358788],"category_scores_gemma":[0.006559121,0.0001530671,0.000477944,0.001190638,0.0004215793,0.0003641944,0.0005506728,0.0009587978,0.0004971884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002143011,"about_ca_system_score_gemma":0.003669989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2842823,"about_ca_topic_score_gemma":0.4508125,"domain_scores_codex":[0.9990298,0.0001522946,0.0000922465,0.0001689085,0.0003195922,0.0002371086],"domain_scores_gemma":[0.9961535,0.0009845122,0.001506328,0.0001146575,0.0006003547,0.0006405161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008004189,0.00004729629,0.9955772,0.00003748251,0.00004639804,0.0000228221,0.000181438,0.00007184343,0.00003379594,0.00003800265,0.001156,0.00270765],"study_design_scores_gemma":[0.000006834408,0.0000512456,0.9977678,0.00005492724,0.00002804152,0.0000692043,0.0005996253,0.0003155947,0.00004126521,0.00003953029,0.001018799,0.000007192859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889599,0.0005956704,0.0001368954,0.0003933776,0.00003222366,0.00004838438,0.007134669,0.00001592606,0.002683053],"genre_scores_gemma":[0.9948631,0.0004196402,0.0002639028,0.00009298841,0.00001719133,0.00004453861,0.002887092,0.000006482571,0.00140507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2842823,"threshold_uncertainty_score":0.5652552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006093463361540835,"score_gpt":0.2061907091191401,"score_spread":0.2000972457575992,"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."}}