{"id":"W1953050390","doi":"10.1111/resp.12619","title":"Physiological impairment in mild <scp>COPD</scp>","year":2015,"lang":"en","type":"review","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; COPD; Spirometry; Context (archaeology); Population; Airway obstruction; Intensive care medicine; Airway; Disease; Exercise intolerance; Internal medicine; Cardiology; Physical therapy; Asthma; Anesthesia","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009232022,0.0007452189,0.003664065,0.000747918,0.00005563542,0.00001566875,0.0005898136,0.001227571,0.0004109862],"category_scores_gemma":[0.000835814,0.0005528067,0.0007915478,0.0007482616,0.0005308429,0.00005099191,0.0006500808,0.00184456,0.001492739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796055,"about_ca_system_score_gemma":0.00231807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000512479,"about_ca_topic_score_gemma":0.00001241969,"domain_scores_codex":[0.9944961,0.001127742,0.001027352,0.001283058,0.000682042,0.001383724],"domain_scores_gemma":[0.997039,0.0005839219,0.000303462,0.001148702,0.0001628674,0.0007620797],"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":[0.000168862,0.001750148,0.0009116667,0.03527075,0.0005658081,0.004479054,0.00008952839,0.00000660873,0.0000108101,0.0003309286,0.05698637,0.8994294],"study_design_scores_gemma":[0.001612243,0.0008380004,0.009709069,0.002231907,0.0004251454,0.0003504955,0.00003050266,0.00002541898,4.531344e-7,0.0004063186,0.984208,0.0001623842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00345796,0.9886272,0.000001703729,0.0001756488,0.0002998698,0.002654613,0.0001008102,0.00009899665,0.004583176],"genre_scores_gemma":[0.0001541275,0.9942617,0.00006691954,0.0003344094,0.0009113066,0.0006630855,0.0004222799,0.0001158482,0.003070357],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9272217,"threshold_uncertainty_score":0.9996923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09198868863993594,"score_gpt":0.3964083769984508,"score_spread":0.3044196883585149,"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."}}