{"id":"W7075361399","doi":"","title":"Investigating the nature of small airways disease and emphysema in mild &amp; moderate chronic obstructive pulmonary disease","year":2019,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"COPD; Airway; Pulmonary disease; Lung; Respiratory disease; Disease; Small airways; Air trapping; Lung disease","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":[0.0005807664,0.000172237,0.0002946969,0.0007350987,0.0002859023,0.0008143946,0.000224334,0.0005031761,0.0008654283],"category_scores_gemma":[0.0004843303,0.0001784677,0.0003497139,0.000360855,0.0004316334,0.0004476547,0.0003467268,0.0005527586,0.0002316546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000309333,"about_ca_system_score_gemma":0.0003649126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007572789,"about_ca_topic_score_gemma":0.001587977,"domain_scores_codex":[0.9998242,0.00002917336,0.00001222584,0.00004951499,0.00005183597,0.00003300936],"domain_scores_gemma":[0.9997492,0.00005711695,0.00008119767,0.00001508402,0.00004227927,0.00005512447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009464878,0.0002710574,0.4290282,0.0007934425,0.0001257729,0.0006655205,0.0008515989,0.0003801401,0.5142323,0.001075395,0.000779976,0.05085009],"study_design_scores_gemma":[0.000008744249,0.0006340432,0.9716843,0.0001076189,0.00005736475,0.0007648611,0.0007931555,0.0006946456,0.02158701,0.0004962307,0.003157312,0.00001477227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897332,0.005571495,0.001902307,0.0003132278,0.00004030238,0.00008915267,0.0004071588,0.00001494444,0.001928282],"genre_scores_gemma":[0.9889419,0.004313205,0.003827958,0.0003586023,0.00007592943,0.0001070351,0.0005751757,0.000007912186,0.001792323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008654283,"threshold_uncertainty_score":0.003071427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509069570092419,"score_gpt":0.1772534576867753,"score_spread":0.1621627619858511,"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."}}