{"id":"W3010194972","doi":"10.1111/dme.14287","title":"Incretin‐based drugs and risk of lung cancer among individuals with type 2 diabetes","year":2020,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Canadian HIV Trials Network, Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Dipeptidyl peptidase-4; Incretin; Internal medicine; Type 2 diabetes; Lung cancer; Diabetes mellitus; Oncology; Proportional hazards model; Population; Sitagliptin; Glucagon-like peptide 1 receptor; Cancer; Endocrinology; Pharmacology; Receptor; Confidence interval; Agonist; Environmental health","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":[0.0003241434,0.000227137,0.0006516707,0.0001220084,0.00004165527,0.000007471507,0.00008417948,0.0000585771,0.0005446511],"category_scores_gemma":[0.0003022278,0.000145737,0.00003545853,0.0004215759,0.000375187,0.00004743641,0.00005191736,0.0001525163,0.000004342693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002544826,"about_ca_system_score_gemma":0.00005521675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001133236,"about_ca_topic_score_gemma":0.000005024932,"domain_scores_codex":[0.9984991,0.00005974642,0.0002961845,0.0003195853,0.000529228,0.0002961655],"domain_scores_gemma":[0.9988986,0.0001891315,0.0002021022,0.0002340462,0.0001543321,0.0003218236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006397796,0.00005693919,0.9874904,0.0006490048,0.0007410137,0.000006915065,0.001255707,0.000008524666,0.0003726717,0.00002863554,0.004787266,0.004538948],"study_design_scores_gemma":[0.008518565,0.002810058,0.9670551,0.001563401,0.005054174,1.677932e-7,0.0003453014,0.004015365,0.00553159,0.00002152345,0.004829416,0.0002553264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873945,0.003109888,0.00001859453,0.005637549,0.00006689977,0.0006891928,0.00001918912,0.00006184771,0.003002373],"genre_scores_gemma":[0.9965013,0.000500116,0.0004479366,0.001958413,0.0001561504,0.00006144863,0.0000919176,0.0000330747,0.0002496287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02043528,"threshold_uncertainty_score":0.5963548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009047097360135514,"score_gpt":0.2462161517823848,"score_spread":0.2371690544222493,"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."}}