{"id":"W4312080164","doi":"10.1186/s12931-022-02295-0","title":"Risk of all-cause mortality or hospitalization for pneumonia associated with inhaled β2-agonists in patients with asthma, COPD or asthma-COPD overlap","year":2022,"lang":"en","type":"letter","venue":"Respiratory Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"Reseau canadien de recherche respiratoire","keywords":"Medicine; Asthma; COPD; Pneumonia; Internal medicine; Bronchodilator; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004073762,0.0009866997,0.001945543,0.001876084,0.0005329846,0.0001542802,0.001047238,0.001120485,0.001663788],"category_scores_gemma":[0.004036961,0.0007303212,0.0003266448,0.003402294,0.00124944,0.0003967989,0.0006632299,0.005697061,0.00002973998],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005305444,"about_ca_system_score_gemma":0.007469052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005336845,"about_ca_topic_score_gemma":0.001045016,"domain_scores_codex":[0.9832934,0.003304585,0.001451395,0.002134457,0.007455263,0.002360876],"domain_scores_gemma":[0.9908386,0.001903948,0.0009966124,0.002191165,0.003471425,0.0005982561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02949094,0.003394807,0.7917954,0.005347115,0.004971412,0.008617566,0.0003141007,0.00008523403,0.0000763903,0.00002203738,0.1542672,0.001617772],"study_design_scores_gemma":[0.01679381,0.01111769,0.7920425,0.00138228,0.0005339441,0.00001907035,0.0002722733,0.0003319992,0.00008277534,0.00003309157,0.1764012,0.0009893079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761866,0.0005471146,0.00001887116,0.004556157,0.0001671074,0.01120698,0.006760624,0.0001233697,0.0004331318],"genre_scores_gemma":[0.8869425,0.0007308552,0.0003642121,0.03545854,0.003288414,0.01316279,0.03648721,0.002739825,0.02082565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08924414,"threshold_uncertainty_score":0.9995148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06805250762319949,"score_gpt":0.3613295841542097,"score_spread":0.2932770765310102,"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."}}