{"id":"W7053195489","doi":"","title":"Treatment of COPD with Long-Acting Bronchodilators: Association Between Early and Longer-Term Clinically Important Improvement","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Respiratory Medicine; Specialty; German; Clinical trial; Salmeterol; Quality of life (healthcare); Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001751823,0.0003534066,0.0006155062,0.0005054115,0.0003711833,0.0009792307,0.0006122353,0.001822504,0.002972088],"category_scores_gemma":[0.01461616,0.0002369633,0.0007695687,0.0007755916,0.0003227422,0.001062364,0.0006904283,0.001921681,0.0004174272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004719781,"about_ca_system_score_gemma":0.000466087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002377844,"about_ca_topic_score_gemma":0.0033116,"domain_scores_codex":[0.9983224,0.0005360567,0.0001987596,0.0003121571,0.0004703889,0.0001601606],"domain_scores_gemma":[0.9834048,0.006664864,0.006711125,0.0005609609,0.00124266,0.001415597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00118061,0.0002740492,0.9891322,0.00006193679,0.0002468202,0.000119691,0.00005257827,0.00006453056,0.0001874519,0.00004659442,0.0004444929,0.008189025],"study_design_scores_gemma":[0.00002438863,0.0001662389,0.9990896,0.00002602371,0.00005201559,0.0001632395,0.00002728989,0.0002525324,0.00001769939,0.00003875377,0.0001351855,0.000007024831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878092,0.007574413,0.0001888948,0.0009529192,0.0001381721,0.0000299228,0.0004640899,0.00001366164,0.002828844],"genre_scores_gemma":[0.9972399,0.001090326,0.0001882886,0.0002174291,0.0001866128,0.00001760454,0.0005298922,0.000007282264,0.0005226319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002972088,"threshold_uncertainty_score":0.009942651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178198730872422,"score_gpt":0.4718574960811938,"score_spread":0.3540376229939516,"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."}}