{"id":"W3119023686","doi":"10.1002/pds.5192","title":"<scp>SGLT</scp>‐2 inhibitors and the risk of hospitalization for <scp>community‐acquired</scp> pneumonia: A population‐based cohort study","year":2021,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Internal medicine; Pneumonia; Community-acquired pneumonia; Pharmacoepidemiology; Type 2 diabetes; Confidence interval; Proportional hazards model; Cohort study; Diabetes mellitus; Population; Cohort; Endocrinology; Pharmacology","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":[],"consensus_categories":[],"category_scores_codex":[0.004884875,0.000268637,0.0008632879,0.0001159892,0.0004924402,0.00001309457,0.0000986858,0.00009859868,0.000007364646],"category_scores_gemma":[0.004542164,0.0001893602,0.0001721701,0.0002423744,0.0002442723,0.0001069246,0.0001592172,0.0002399786,0.000002026094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004618735,"about_ca_system_score_gemma":0.00004224755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004115415,"about_ca_topic_score_gemma":0.00008114365,"domain_scores_codex":[0.9960383,0.002422657,0.0006926262,0.0003677419,0.0001520897,0.0003266495],"domain_scores_gemma":[0.9896055,0.009318383,0.0004042588,0.0003739269,0.0001675673,0.0001303098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009620532,0.0006354918,0.9902613,0.0001859966,0.001017354,0.00000513604,0.001310001,0.000185722,0.00005600374,0.0008341785,0.003812195,0.00160041],"study_design_scores_gemma":[0.009848864,0.0002662323,0.9734545,0.00005574688,0.002924852,0.000004127062,0.00216958,0.004663461,0.0005179176,0.001478676,0.004567366,0.00004865535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914159,0.002417997,0.001079353,0.001243603,0.0002969563,0.002426848,0.0000590914,0.00006518731,0.0009950408],"genre_scores_gemma":[0.9952828,0.001392323,0.000460312,0.001238208,0.0001092765,0.0002948036,0.0004630362,0.00002597066,0.0007332247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01680679,"threshold_uncertainty_score":0.7721884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572522063925772,"score_gpt":0.3014562589684523,"score_spread":0.2857310383291946,"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."}}