{"id":"W3213879794","doi":"10.3390/cancers13225735","title":"Diabetes and Cancer: Risk, Challenges, Management and Outcomes","year":2021,"lang":"en","type":"review","venue":"Cancers","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":178,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"","keywords":"Cancer; Medicine; Diabetes mellitus; Intensive care medicine; Risk management; Risk analysis (engineering); Internal medicine; Business; Endocrinology","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":[0.001065078,0.0006694347,0.001506433,0.002595755,0.0003533172,0.001558061,0.0006922358,0.00113163,0.002391667],"category_scores_gemma":[0.002909416,0.0002064172,0.0008452132,0.003530415,0.0004254068,0.001228304,0.00071544,0.001498189,0.0005110228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180641,"about_ca_system_score_gemma":0.002949947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002812562,"about_ca_topic_score_gemma":0.003361829,"domain_scores_codex":[0.9993764,0.0001753983,0.0001240091,0.00006739017,0.0002067034,0.00005020829],"domain_scores_gemma":[0.9986451,0.0008126459,0.0002203935,0.00001812624,0.000233523,0.0000702246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001252329,0.00005736006,0.001344421,0.06922923,0.0004647936,0.0002838426,0.0001573838,0.0003710764,0.000257961,0.003733037,0.0401508,0.8838249],"study_design_scores_gemma":[0.00005250191,0.0001886533,0.008012728,0.1096755,0.001603885,0.004169862,0.0004726576,0.0002666165,0.0002414904,0.006407468,0.8688425,0.00006622802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008067538,0.9987633,0.00003293879,0.0005628562,0.0001331997,0.000003253916,0.00001650338,0.000002519302,0.0004047177],"genre_scores_gemma":[0.000731034,0.9987298,0.00006806296,0.0001903153,0.0001609227,0.000005000238,0.00002437336,5.827566e-7,0.00009003129],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002812562,"threshold_uncertainty_score":0.008566141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02721896765229255,"score_gpt":0.3023356354177484,"score_spread":0.2751166677654558,"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."}}