{"id":"W4404436491","doi":"10.1016/j.jaip.2024.11.004","title":"The Clinical Approach to Chronic Cough","year":2024,"lang":"en","type":"review","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Genentech; Mitacs; Queen's University; Queen's University Belfast","keywords":"Medicine; Chronic cough; Intensive care medicine; MEDLINE; Internal medicine; Asthma","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0225035,0.0003433099,0.002042091,0.0001661398,0.0002317933,0.00007913131,0.001026946,0.001201384,0.00002377528],"category_scores_gemma":[0.009124522,0.000144412,0.0008134617,0.0005554559,0.001131222,0.0001568,0.0004820122,0.01192313,0.0002601657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342394,"about_ca_system_score_gemma":0.002409817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008249102,"about_ca_topic_score_gemma":0.00001217903,"domain_scores_codex":[0.9883941,0.006814094,0.003492001,0.00035143,0.0004892515,0.0004590639],"domain_scores_gemma":[0.9790206,0.01833503,0.001310565,0.0007720008,0.0003456926,0.0002161273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002821468,0.000763413,0.000003203979,0.0003808485,0.02168018,0.000532971,0.00008605685,0.000002639622,2.165938e-7,0.001616653,0.008541257,0.9635711],"study_design_scores_gemma":[0.0009635168,0.003497767,0.00008498659,0.004137835,0.00837324,0.005205082,0.0004143024,0.000009507169,5.255564e-8,0.0001268644,0.9770487,0.0001381562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001006396,0.9840661,0.00002024893,0.006609361,0.001555184,0.0005729276,0.000001270232,0.000009889548,0.007064436],"genre_scores_gemma":[0.00002873325,0.9956422,0.00009302671,0.0008868129,0.001289883,0.00001652378,0.000001824627,0.00004336081,0.001997578],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9685074,"threshold_uncertainty_score":0.999222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1619341902772747,"score_gpt":0.5180922293795881,"score_spread":0.3561580391023135,"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."}}