{"id":"W2319363631","doi":"10.1056/nejmcps1303787","title":"A Surprising Cause of Chronic Cough","year":2015,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Whipple's Disease and Interleukins","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Dry cough; Chronic cough; Respiratory tract infections; Respiratory tract; Productive Cough; Upper respiratory tract infection; Respiratory system; Pediatrics; Intensive care medicine; Asthma; Internal medicine; Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"case_report","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"case_report","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000798654,0.0001226449,0.0005727896,0.0002049947,0.00001374936,0.000003684911,0.000104899,0.00005448644,0.0003357334],"category_scores_gemma":[0.0006089658,0.00007537822,0.00008028554,0.0001687053,0.0001068294,0.00009593093,0.00001666048,0.0002805795,0.000007340873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401095,"about_ca_system_score_gemma":0.0009701758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002235444,"about_ca_topic_score_gemma":0.00005172663,"domain_scores_codex":[0.9984561,0.00005437744,0.0006085533,0.00008617706,0.0006232062,0.0001716329],"domain_scores_gemma":[0.9982486,0.00009557239,0.0003607919,0.0001838228,0.0004764221,0.0006348293],"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":[0.01043389,0.001038733,0.07317937,0.0006218543,0.001759026,0.01004118,0.01544736,0.0001164508,0.03870572,0.0008565623,0.6163756,0.2314242],"study_design_scores_gemma":[0.3020372,0.03127964,0.02787757,0.007609457,0.003160943,0.0283915,0.002439873,0.0003814303,0.01239252,0.002185979,0.5818409,0.0004029628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766871,0.008283636,0.0007424586,0.006797947,0.0008630152,0.0001052318,0.000002352053,0.00001073742,0.006507535],"genre_scores_gemma":[0.9919282,0.000404668,0.0001959979,0.0004823,0.006269821,2.655019e-7,0.00000470933,0.00001613314,0.000697894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2916033,"threshold_uncertainty_score":0.3676045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05836457857017856,"score_gpt":0.3295211242946602,"score_spread":0.2711565457244817,"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."}}