{"id":"W4405761535","doi":"10.1016/j.anai.2024.12.021","title":"Therapeutic and mechanistic advances in chronic cough","year":2024,"lang":"en","type":"review","venue":"Annals of Allergy Asthma & Immunology","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Chronic cough; Intensive care medicine; Immunology; Asthma","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004564103,0.0004415037,0.001945866,0.0006058469,0.00004688781,0.00001603029,0.0002807028,0.0007238075,0.0002521495],"category_scores_gemma":[0.00006096911,0.0003231346,0.0003460952,0.0005599589,0.0003745613,0.00009232967,0.0001790331,0.001352458,0.0001605456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008377703,"about_ca_system_score_gemma":0.0009955217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002000133,"about_ca_topic_score_gemma":0.00004271243,"domain_scores_codex":[0.997492,0.0003428163,0.0008121993,0.0005609872,0.0002439415,0.0005480341],"domain_scores_gemma":[0.998882,0.000189665,0.0002290624,0.0004992145,0.0001240707,0.00007597069],"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":[0.0001219716,0.00008047086,6.151878e-8,0.009715085,0.001564008,0.0003841762,0.00004687148,0.000001555144,0.00005275837,0.01805787,0.0001197072,0.9698555],"study_design_scores_gemma":[0.0003519619,0.001550475,0.00001091026,0.01299589,0.00004518274,0.0003127503,0.00003521087,0.000009713868,0.00003614857,0.001428449,0.9829968,0.0002265492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005396892,0.9971527,0.00001241005,0.0002871898,0.0002466788,0.0005029408,0.00001189455,0.00003639589,0.001695841],"genre_scores_gemma":[0.0003863059,0.9980564,0.000009850416,0.0001314454,0.0001084012,0.0001063861,0.00003965634,0.00006717297,0.001094362],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9828771,"threshold_uncertainty_score":0.9999221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08766041417998141,"score_gpt":0.4228570308300614,"score_spread":0.3351966166500799,"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."}}