{"id":"W1988782755","doi":"10.3322/caac.20078","title":"Diabetes and Cancer: A Consensus Report","year":2010,"lang":"en","type":"article","venue":"CA A Cancer Journal for Clinicians","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1062,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Diabetes mellitus; Medicine; Cancer; Incidence (geometry); Cancer incidence; Gerontology; Family medicine; Intensive care medicine; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057909,0.0001875993,0.0003115372,0.00004297489,0.0002337383,0.00006249129,0.0001646784,0.0002158242,0.0001324274],"category_scores_gemma":[0.000347696,0.0001656699,0.0002007871,0.0000583031,0.0001811141,0.000004744594,0.00003998359,0.000348142,0.000001470304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001632117,"about_ca_system_score_gemma":0.0005641774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000472399,"about_ca_topic_score_gemma":0.0008442801,"domain_scores_codex":[0.9986064,0.00003408178,0.0004634021,0.0003551453,0.0001276313,0.0004133832],"domain_scores_gemma":[0.9988002,0.00005073162,0.0003334309,0.0002751885,0.0003031145,0.0002373805],"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":[0.0002230695,0.00008123024,0.05351752,0.0001028465,0.0005240966,0.00003711979,0.0001522565,0.00003457971,0.1774911,0.0001034847,0.1274413,0.6402914],"study_design_scores_gemma":[0.001062424,0.0001494236,0.001338867,0.00003835119,0.0001367446,0.0001042193,0.00006237111,0.00004649244,0.0229741,0.0004140836,0.9734244,0.0002484767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7905996,0.2040252,0.00004659087,0.0004372276,0.004361726,0.0001818749,0.0001943604,0.000007701814,0.0001457284],"genre_scores_gemma":[0.7159122,0.2621584,0.001048706,0.005437269,0.01119839,0.0004105847,0.00006077514,0.0001167106,0.003657037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8459831,"threshold_uncertainty_score":0.6755821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926133203802349,"score_gpt":0.347618817269381,"score_spread":0.3283574852313575,"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."}}