{"id":"W2179065489","doi":"10.2147/copd.s93321","title":"Applying the wisdom of stepping down inhaled corticosteroids in patients with COPD: a proposed algorithm for clinical practice","year":2015,"lang":"en","type":"review","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; TD Bank Group","funders":"","keywords":"Medicine; COPD; Salmeterol; Exacerbation; Intensive care medicine; Bronchodilator; Inhaled corticosteroids; Clinical Practice; Clinical trial; Maintenance therapy; Regimen; Randomized controlled trial; Internal medicine; Physical therapy; Asthma; Chemotherapy","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":[],"consensus_categories":[],"category_scores_codex":[0.002382128,0.000334716,0.001759818,0.0004885568,0.00003675045,0.00006240808,0.0007690632,0.000205879,0.00004698264],"category_scores_gemma":[0.002250689,0.0002005726,0.0005652352,0.0003062307,0.0002995369,0.0003431154,0.0001905499,0.001211072,0.000009814382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102866,"about_ca_system_score_gemma":0.00377873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001416828,"about_ca_topic_score_gemma":0.000002853945,"domain_scores_codex":[0.9940825,0.0005085384,0.002332367,0.0003231154,0.002452985,0.0003004895],"domain_scores_gemma":[0.9894915,0.001652578,0.002879158,0.000335717,0.005382913,0.0002581528],"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":[0.001909298,0.00109443,0.001533136,0.001999036,0.001761626,0.0004329623,0.0000635961,0.000002519453,1.769997e-7,0.00002357974,0.0006195469,0.9905601],"study_design_scores_gemma":[0.01318325,0.001339279,0.003495618,0.02104335,0.001843867,0.001147693,0.0002545252,0.0002855243,8.551283e-7,0.00005308423,0.9570936,0.0002593607],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00156616,0.9852574,0.001929791,0.0004459827,0.001507977,0.008429861,0.0002932418,0.0000109709,0.0005585951],"genre_scores_gemma":[0.002307255,0.9784917,0.01488588,0.0004076745,0.00239224,0.0005929535,0.0003524649,0.0001849058,0.0003848689],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9903007,"threshold_uncertainty_score":0.8179114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07270242494831154,"score_gpt":0.4412861258316861,"score_spread":0.3685837008833746,"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."}}