{"id":"W2296572115","doi":"10.1155/2011/430317","title":"Heterogeneity of Bronchitis in Airway Diseases in Tertiary Care Clinical Practice","year":2011,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"McMaster University","keywords":"Medicine; Tertiary care; Airway; Bronchitis; Intensive care medicine; Clinical Practice; Internal medicine; Family medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002699561,0.0002035081,0.000612992,0.002139773,0.0007943211,0.001502516,0.0007847284,0.0007025513,0.002488628],"category_scores_gemma":[0.01376952,0.0003579837,0.0004001756,0.003589122,0.0007680584,0.0007761713,0.002293911,0.0005554339,0.0003102335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002323306,"about_ca_system_score_gemma":0.001540775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009695675,"about_ca_topic_score_gemma":0.01028141,"domain_scores_codex":[0.9927974,0.002205901,0.001283437,0.00138493,0.001609511,0.0007187747],"domain_scores_gemma":[0.9836743,0.003321846,0.009889496,0.0005032045,0.0009431278,0.001668013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001582245,0.00000841747,0.9985538,0.00002460089,0.00002144566,0.0001439973,0.0002457551,0.00002696062,0.00005462988,0.00001896429,0.0001142729,0.0007712442],"study_design_scores_gemma":[0.000004490601,0.00003893531,0.9984347,0.00003251421,0.00001167911,0.0004894089,0.0006523389,0.0001258068,0.00002512352,0.00004260535,0.0001380427,0.00000420925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970564,0.001134244,0.0001453934,0.000431336,0.000007979085,0.00005168285,0.0005401471,0.000008129765,0.0006246858],"genre_scores_gemma":[0.9993017,0.0001484886,0.00008294493,0.00008884166,0.00001544843,0.00001886171,0.0003170233,0.000001795003,0.00002477181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009695675,"threshold_uncertainty_score":0.01927847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0452613857081858,"score_gpt":0.3486670340217267,"score_spread":0.3034056483135409,"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."}}