{"id":"W3025997368","doi":"","title":"COPD in Primary Care: Key Considerations for Optimized Management: Dyspnea and Hyperinflation in Chronic Obstructive Pulmonary Disease: Impact on Physical Activity.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"TD Bank Group","funders":"","keywords":"Medicine; COPD; Pulmonary disease; Hyperinflation; Intensive care medicine; Dynamic hyperinflation; Primary care; Physical therapy; Internal medicine; Lung; Lung volumes; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004959089,0.0006473557,0.002221694,0.0008294793,0.002011158,0.005627287,0.001189412,0.004451641,0.0102289],"category_scores_gemma":[0.01575905,0.0003672612,0.001111154,0.000723879,0.001047117,0.003983021,0.003190517,0.007327789,0.002104523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002777209,"about_ca_system_score_gemma":0.01110916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007752151,"about_ca_topic_score_gemma":0.02626327,"domain_scores_codex":[0.9970101,0.00153765,0.0003524439,0.0001956248,0.0005908941,0.0003132876],"domain_scores_gemma":[0.9886862,0.003973834,0.0007571122,0.0001716011,0.002281472,0.004129758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003743174,0.0007692294,0.02314086,0.005758949,0.000312602,0.001158164,0.0008283362,0.0007158794,0.0005591144,0.007741096,0.4331179,0.5255235],"study_design_scores_gemma":[0.0005981897,0.001733139,0.2363048,0.05650713,0.001156914,0.006710662,0.011635,0.002594508,0.0005764702,0.04321645,0.6384693,0.0004973497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004636714,0.3168056,0.001570924,0.6608887,0.004298411,0.0001327386,0.0002844327,0.00008722115,0.01129519],"genre_scores_gemma":[0.2257668,0.5574283,0.02162994,0.1366678,0.04813815,0.0009389966,0.001047328,0.0001142672,0.008268424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0102289,"threshold_uncertainty_score":0.03421909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204433160736035,"score_gpt":0.2902293145537695,"score_spread":0.2681849829464092,"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."}}