{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005952876,0.0002166343,0.0003045291,0.0004436913,0.000196585,0.000586995,0.0003267126,0.0004849161,0.001324518],"category_scores_gemma":[0.002486848,0.0002907668,0.0008831553,0.0006770371,0.000139391,0.0003325237,0.0003102275,0.0007176952,0.00019064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003414641,"about_ca_system_score_gemma":0.0002549223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009152989,"about_ca_topic_score_gemma":0.007725073,"domain_scores_codex":[0.9996456,0.00008111295,0.00003602724,0.0001017696,0.00007638438,0.00005918496],"domain_scores_gemma":[0.9985606,0.0002855863,0.0007934125,0.000108006,0.0001058557,0.0001466236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001757852,0.0000256163,0.998445,0.00001572878,0.0001276851,0.00003137357,0.000009418184,0.00005402091,0.00008896711,0.000008057044,0.00005984932,0.0009585526],"study_design_scores_gemma":[0.00001999397,0.00009729532,0.9990277,0.00001306511,0.000132359,0.0001718025,0.0000255758,0.0002515724,0.0000425478,0.00001932559,0.000195411,0.000003171765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951556,0.002487891,0.0001851436,0.000119676,0.00002639365,0.00001245961,0.001375972,0.000008116285,0.000628911],"genre_scores_gemma":[0.9981761,0.0006193517,0.0001310657,0.00006084254,0.00002821419,0.000008960737,0.0006862224,0.000002578581,0.0002868126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009152989,"threshold_uncertainty_score":0.01819938,"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."}}