{"id":"W2065796182","doi":"10.1001/jamainternmed.2013.12684","title":"Bronchodilator Safety in Chronic Obstructive Pulmonary Disease—Reply","year":2014,"lang":"en","type":"letter","venue":"JAMA Internal Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Toronto; Health Sciences Centre; University Health Network","funders":"","keywords":"Medicine; Pulmonary disease; Bronchodilator; Bronchodilator Agents; Intensive care medicine; Internal medicine; Asthma","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008162584,0.001358617,0.00242825,0.001486595,0.0001299291,0.0000626676,0.001252666,0.001114867,0.006360815],"category_scores_gemma":[0.001857982,0.00112904,0.0006496169,0.0007605577,0.001554732,0.0003365635,0.0005588217,0.008645172,0.0006592203],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008927552,"about_ca_system_score_gemma":0.00199653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002186036,"about_ca_topic_score_gemma":0.00003695042,"domain_scores_codex":[0.9905074,0.0005725394,0.001863584,0.00221923,0.002963791,0.001873514],"domain_scores_gemma":[0.9942866,0.001087537,0.0006650167,0.002151563,0.0005825894,0.001226673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003719792,0.0001860419,0.02868898,0.005846585,0.0005121321,0.04733606,0.0001563961,0.00001591338,0.0002787231,0.0001062325,0.8796685,0.0334847],"study_design_scores_gemma":[0.004433282,0.0003981891,0.2926765,0.007252446,0.0004257855,0.001044668,0.00006501285,0.001384021,0.00002443155,0.0008513816,0.6907451,0.0006992363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007800694,0.01254274,0.0002082712,0.9226933,0.002579967,0.002947492,0.0003867097,0.0002617127,0.05057908],"genre_scores_gemma":[0.1393479,0.0009764853,0.0001344502,0.7516512,0.06740323,0.000500559,0.003420861,0.0005991799,0.03596618],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2639875,"threshold_uncertainty_score":0.9999165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769325529298198,"score_gpt":0.2942987300470033,"score_spread":0.2766054747540213,"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."}}