{"id":"W2075475412","doi":"10.1164/ajrccm.167.8.954","title":"Persistent troublesome cough","year":2003,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Intensive care medicine; Chronic cough; Dermatology; Asthma; Internal medicine","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","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001029113,0.0005568509,0.002010285,0.0006648396,0.0002040974,0.00004185605,0.0003122196,0.0006073204,0.0005895863],"category_scores_gemma":[0.001507225,0.0003843664,0.0005796326,0.0005599836,0.003943827,0.0001368592,0.00005213428,0.005869712,0.00001729875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002392443,"about_ca_system_score_gemma":0.0008526761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001264468,"about_ca_topic_score_gemma":6.456455e-7,"domain_scores_codex":[0.9947295,0.0007904392,0.001245713,0.0005270731,0.001924735,0.0007826085],"domain_scores_gemma":[0.9954801,0.0008347302,0.000466541,0.0005428462,0.00182811,0.0008476757],"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":[0.00109941,0.0001168998,0.001730369,0.001900237,0.0007520711,0.02604766,0.001022035,0.000001163484,0.0004228918,0.0001982285,0.9084896,0.05821937],"study_design_scores_gemma":[0.002335726,0.02676609,0.0002358784,0.001476052,0.001588988,0.003605357,0.008626118,9.896538e-7,0.00007402567,0.00005636866,0.9548725,0.0003618721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0634853,0.1067523,0.0001231923,0.8164656,0.001477986,0.0005481035,0.00003408115,0.00004655681,0.01106694],"genre_scores_gemma":[0.1334465,0.0007472686,0.000155179,0.8573092,0.007624735,0.00001329739,0.00001657746,0.000113479,0.0005737556],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.106005,"threshold_uncertainty_score":0.9998608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03866509178800279,"score_gpt":0.3386158014920403,"score_spread":0.2999507097040376,"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."}}