{"id":"W961036193","doi":"10.1155/2015/412402","title":"Screening for Undiagnosed Obstructive Airway Disease: Does it Make Sense?","year":2015,"lang":"en","type":"letter","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Airway; Intensive care medicine; Disease; Sense (electronics); Internal medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006055139,0.0007499926,0.002311261,0.001882229,0.00443768,0.003646886,0.003218088,0.04523829,0.007351852],"category_scores_gemma":[0.04808364,0.0007571035,0.001548541,0.001171309,0.003692083,0.007151143,0.001285373,0.03273876,0.00273721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009053488,"about_ca_system_score_gemma":0.0109906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0668076,"about_ca_topic_score_gemma":0.111863,"domain_scores_codex":[0.9943134,0.001615943,0.0008969085,0.000547055,0.001750824,0.0008759236],"domain_scores_gemma":[0.9797492,0.009396714,0.001220488,0.0003440336,0.004611892,0.004677586],"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":[0.0002771411,0.0003297046,0.04140077,0.0005797635,0.0001314674,0.01758074,0.001167617,0.0002050318,0.0005776186,0.004914806,0.8495492,0.0832862],"study_design_scores_gemma":[0.000925788,0.0009961402,0.06721151,0.02041283,0.0006892978,0.05218337,0.01196624,0.002770099,0.0006987818,0.03452874,0.8068848,0.0007324211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001234248,0.004635162,0.00005376478,0.985289,0.006196063,0.00000855436,0.00002756009,0.00001011926,0.002545452],"genre_scores_gemma":[0.02873794,0.01356406,0.0006766253,0.8820412,0.07224798,0.00003555173,0.00009420078,0.00002358042,0.00257896],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0668076,"threshold_uncertainty_score":0.1328375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04614201055247134,"score_gpt":0.309262791981939,"score_spread":0.2631207814294677,"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."}}