{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004997222,0.000651814,0.001443208,0.002471802,0.0002435721,0.0009717057,0.0005856145,0.0009461787,0.004307716],"category_scores_gemma":[0.0009998102,0.0001940802,0.001003975,0.001809105,0.0003114307,0.0008352594,0.0006155974,0.0009945115,0.001249258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004034527,"about_ca_system_score_gemma":0.001168048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00131637,"about_ca_topic_score_gemma":0.002715105,"domain_scores_codex":[0.9997428,0.00005503471,0.00005682374,0.00003493678,0.00008741967,0.00002288847],"domain_scores_gemma":[0.9996984,0.0001524234,0.00005964719,0.000009694338,0.00006210085,0.00001769454],"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":[0.0001200233,0.00005709022,0.000448695,0.09179629,0.000341653,0.0002424393,0.000125138,0.00017758,0.001547469,0.002099134,0.02024769,0.8827968],"study_design_scores_gemma":[0.00003940302,0.0001680302,0.005193657,0.03976518,0.0009122483,0.00327947,0.0002026622,0.00008191855,0.0006106821,0.002223138,0.9474912,0.0000324403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001452738,0.9988993,0.00004876758,0.0001561414,0.00009636745,0.000006225272,0.00002987233,0.000004177975,0.0006138597],"genre_scores_gemma":[0.001143837,0.9981356,0.0001258529,0.0001441616,0.00006438683,0.000007303235,0.00003827326,9.415224e-7,0.0003397],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004307716,"threshold_uncertainty_score":0.01441073,"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."}}