{"id":"W2031288915","doi":"10.1159/000090141","title":"Symptom-Based Questionnaire for Differentiating COPD and Asthma","year":2005,"lang":"en","type":"article","venue":"Respiration","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; COPD; Spirometry; Asthma; Physical therapy; Odds ratio; Multivariate analysis; Wheeze; Quality of life (healthcare); Obstructive lung disease; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001733613,0.0001064892,0.000142967,0.0001079003,0.0001376161,0.0000361267,0.00003529629,0.00006822018,0.00008574479],"category_scores_gemma":[0.0002484192,0.0001000617,0.0000559565,0.00009764746,0.00005312797,0.0001341634,0.00001822188,0.00009374832,0.00001637888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002413874,"about_ca_system_score_gemma":0.0001621548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001340182,"about_ca_topic_score_gemma":0.00003137707,"domain_scores_codex":[0.9990536,0.00004820102,0.0001919696,0.0002548713,0.0002470219,0.0002043647],"domain_scores_gemma":[0.9994028,0.0000694193,0.0000592333,0.0001738396,0.0001593996,0.0001353711],"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":[0.0008253625,0.0004030995,0.1405217,0.001481589,0.00006557382,0.00001110319,0.0002278665,0.0003648153,0.02914588,0.003243251,0.00100424,0.8227055],"study_design_scores_gemma":[0.003731608,0.0003099266,0.8106667,0.0003169819,0.00005638303,0.00001072859,0.00003318839,0.1662179,0.006149984,0.0001953351,0.01213439,0.0001768978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980176,0.001119202,0.01453736,0.002713874,0.00005111381,0.0008970294,0.00001627571,0.00008127847,0.0004078709],"genre_scores_gemma":[0.9970837,0.000007688111,0.001508394,0.0003660624,0.0004690914,0.0001066325,0.00008942011,0.00002208196,0.0003468988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8225286,"threshold_uncertainty_score":0.4080399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01880880998846243,"score_gpt":0.3095281425271352,"score_spread":0.2907193325386728,"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."}}