{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000207201,0.0007028399,0.0007443779,0.001022987,0.001390304,0.001039675,0.0004571076,0.004204739,0.002760173],"category_scores_gemma":[0.002768723,0.0004624987,0.0005126685,0.0005417299,0.0005386889,0.001285586,0.000599321,0.001995144,0.001030525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002933726,"about_ca_system_score_gemma":0.0003107865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007253496,"about_ca_topic_score_gemma":0.0009467824,"domain_scores_codex":[0.9996878,0.00004051889,0.00003118374,0.00006628302,0.00004904572,0.0001250653],"domain_scores_gemma":[0.9990006,0.0003312122,0.0001477187,0.0001055521,0.00009725501,0.0003176567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001205698,0.00005451058,0.05040605,0.00006366675,0.00001887513,0.9394669,0.0001690129,0.00004983535,0.001891872,0.0003250188,0.003502473,0.00393127],"study_design_scores_gemma":[0.00001811763,0.00007205221,0.022288,0.0000440951,0.00001716707,0.974702,0.0001870633,0.0001831383,0.0002370752,0.0003749875,0.00186312,0.00001321128],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417177,0.02143384,0.001822344,0.01202887,0.002446769,0.0001032855,0.000521787,0.0002998606,0.01962554],"genre_scores_gemma":[0.9903431,0.002473474,0.0004552631,0.002463553,0.003171855,0.00001115281,0.0001283998,0.00002268512,0.0009305021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004204739,"threshold_uncertainty_score":0.009233713,"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."}}