{"id":"W3156713992","doi":"10.21203/rs.3.rs-387291/v1","title":"Diabetes Medication Use and Cancer Risk: Protocol for a Systematic Review","year":2021,"lang":"en","type":"review","venue":"Research Square","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; BC Cancer Agency; University of British Columbia","funders":"","keywords":"Protocol (science); Medicine; Diabetes mellitus; Systematic review; Cancer; Intensive care medicine; Risk analysis (engineering); MEDLINE; Internal medicine; Alternative medicine; Political science; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0508823,0.005803693,0.01884276,0.01259958,0.003681568,0.006632531,0.004716323,0.005477132,0.09507484],"category_scores_gemma":[0.07847086,0.004893624,0.02087041,0.01309299,0.003483282,0.007582249,0.004660714,0.006722939,0.008755973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01429315,"about_ca_system_score_gemma":0.04556603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007591267,"about_ca_topic_score_gemma":0.01437454,"domain_scores_codex":[0.973323,0.009955551,0.009500309,0.00263543,0.003373422,0.001212199],"domain_scores_gemma":[0.9595138,0.01530803,0.009086087,0.003375792,0.01133859,0.001377671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004043272,0.0001882043,0.0004530757,0.9376022,0.00341798,0.000274431,0.0009595882,0.0008908922,0.0008631193,0.003083579,0.02686147,0.02136208],"study_design_scores_gemma":[0.03572045,0.001831864,0.005697671,0.6755273,0.02024225,0.0005325202,0.001899007,0.001668236,0.001916365,0.01326003,0.2411169,0.0005873144],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003378368,0.002893176,0.001420273,0.0004147352,0.0003155433,0.9862764,0.007633442,0.0001124605,0.0005962327],"genre_scores_gemma":[0.0003753542,0.001458757,0.002448532,0.0001787658,0.00002640072,0.9945035,0.0006926787,0.00001073994,0.0003052449],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09507484,"threshold_uncertainty_score":0.318057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123844381970619,"score_gpt":0.4848991436081453,"score_spread":0.3725147054110834,"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."}}