{"id":"W2098373226","doi":"10.3109/15412555.2011.560131","title":"Triple Therapy for the Management of COPD: A Review","year":2011,"lang":"en","type":"review","venue":"COPD Journal of Chronic Obstructive Pulmonary Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Programs for Assessment of Technology in Health Research Institute","funders":"","keywords":"Bronchodilator; Medicine; COPD; Bronchodilator Agents; Exacerbation; Intensive care medicine; Internal medicine; Physical therapy; Asthma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":["metaepi_narrow"],"category_scores_codex":[0.001427655,0.001283412,0.004703789,0.0006104407,0.0002835999,0.00004230818,0.001943093,0.0003303337,0.00159546],"category_scores_gemma":[0.0002608643,0.0008204077,0.004712948,0.001161081,0.001045594,0.0003750425,0.0004430899,0.00147303,0.00004759937],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002270134,"about_ca_system_score_gemma":0.007323101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000844995,"about_ca_topic_score_gemma":6.593414e-7,"domain_scores_codex":[0.992478,0.0006047535,0.003105735,0.0009974617,0.001719264,0.001094759],"domain_scores_gemma":[0.9907805,0.000775017,0.003439949,0.002034846,0.00173007,0.001239624],"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":[0.001539349,0.001014204,0.00003219553,0.2505844,0.00387679,0.001103155,0.00001814719,0.000001651394,5.020759e-7,0.0006214332,0.003839654,0.7373685],"study_design_scores_gemma":[0.003006685,0.0004660169,0.002818142,0.1122338,0.0161371,0.001008182,0.00009364108,0.00003061972,0.000002010052,0.0007475843,0.8628263,0.0006298325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002118377,0.985355,0.0001919678,0.0003137316,0.001270278,0.01045872,0.0009757236,0.00003074729,0.001382711],"genre_scores_gemma":[0.0002044419,0.9944407,0.0003771376,0.0001510865,0.001310825,0.001018751,0.0002338946,0.0002813739,0.001981824],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8589867,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05250553865049106,"score_gpt":0.3535630556713467,"score_spread":0.3010575170208556,"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."}}