{"id":"W4406090994","doi":"10.58931/cait.2024.4373","title":"Treatment and Management of Chronic Cough in Children","year":2024,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Chronic cough; Medicine; Intensive care medicine; Pediatrics; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.00008207645,0.0001317126,0.0002240019,0.0003884693,0.00004524829,0.00001122529,0.00008544166,0.0001640181,0.0004532255],"category_scores_gemma":[0.000003411713,0.0001128127,0.00004990517,0.0002625695,0.0001829752,0.00003915678,0.00002695801,0.0002175659,0.00007630205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006591271,"about_ca_system_score_gemma":0.0006871036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02258609,"about_ca_topic_score_gemma":0.03198205,"domain_scores_codex":[0.9990385,0.00004499092,0.0001961465,0.0002716938,0.00006974129,0.0003789689],"domain_scores_gemma":[0.9995279,0.00001817762,0.00001501815,0.0002663268,0.00001888447,0.0001536706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004958051,0.0004794368,0.02967175,0.0005667445,0.01469031,0.01023828,0.001460203,0.0000994781,0.005660507,0.07656985,0.004293742,0.8557739],"study_design_scores_gemma":[0.00411214,0.002293336,0.5057647,0.0007545943,0.0001309701,0.000728363,0.0002847951,0.0002546905,0.001270086,0.0002366421,0.4838721,0.0002976419],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9024562,0.07869805,0.000002027962,0.0020148,0.0001349836,0.0004273137,0.00001258246,0.00002660713,0.01622746],"genre_scores_gemma":[0.9775834,0.01672176,0.00001551098,0.00009135513,0.00003712334,0.00005639595,0.00002900178,0.00001928833,0.005446145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8554763,"threshold_uncertainty_score":0.9856818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033892009477079,"score_gpt":0.2596405119763561,"score_spread":0.2493015918815853,"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."}}