{"id":"W2077290403","doi":"10.1378/chest.14-2506","title":"Tools for Assessing Outcomes in Studies of Chronic Cough","year":2014,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Chronic cough; Quality of life (healthcare); Physical therapy; MEDLINE; Intensive care medicine; Family medicine; Asthma; Internal medicine; Nursing","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":[0.001204899,0.00008086658,0.0003663521,0.0001121122,0.00008804724,0.00004286989,0.00008329601,0.00006885933,0.00002942162],"category_scores_gemma":[0.001530979,0.00005432172,0.0001014101,0.0001075417,0.00009279897,0.0002128924,0.0000208194,0.0003950732,0.000004613917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377448,"about_ca_system_score_gemma":0.0002499443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.035605e-7,"about_ca_topic_score_gemma":0.00000289107,"domain_scores_codex":[0.9990432,0.00006536706,0.0003436278,0.00009129576,0.0002353316,0.0002211662],"domain_scores_gemma":[0.9989654,0.000509333,0.0001189381,0.0001185008,0.0002119308,0.00007594029],"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":[0.0005603763,0.001018696,0.4085148,0.003318566,0.001129687,0.0002490251,0.002175581,0.0003896659,0.0791121,0.001208566,0.003113252,0.4992097],"study_design_scores_gemma":[0.01746593,0.003505402,0.8246422,0.003447053,0.0003012058,0.0005003927,0.005089298,0.001852144,0.04547786,0.003914381,0.09335033,0.000453829],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931555,0.002895008,0.001124158,0.001180685,0.0002056439,0.0001683138,6.832071e-7,0.000006976913,0.00126301],"genre_scores_gemma":[0.998316,0.0002987777,0.0005258677,0.0001175301,0.0003222393,0.000009089945,6.914909e-7,0.00001131809,0.0003985233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4987559,"threshold_uncertainty_score":0.2215175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1749448982947887,"score_gpt":0.450999770924247,"score_spread":0.2760548726294583,"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."}}