{"id":"W4400835661","doi":"10.54254/2753-8818/16/20240592","title":"Analysis of the relationship between Alzheimer’s disease and type 2 diabetes","year":2023,"lang":"en","type":"article","venue":"Theoretical and Natural Science","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Alzheimer's disease; Type 2 diabetes; Disease; Diabetes mellitus; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001153794,0.0002367765,0.000284858,0.002377068,0.0002839759,0.0006899431,0.0002145745,0.0002531291,0.00216699],"category_scores_gemma":[0.002322172,0.00009073281,0.0005665605,0.0032535,0.0001598977,0.0002670463,0.0003189323,0.0005640652,0.0002983567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002660037,"about_ca_system_score_gemma":0.000595606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003038526,"about_ca_topic_score_gemma":0.003105282,"domain_scores_codex":[0.999388,0.0002384589,0.00007471155,0.00009507548,0.0001487987,0.00005499635],"domain_scores_gemma":[0.9984292,0.0006301837,0.0004524498,0.00007593098,0.0002691992,0.0001429571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004106089,0.00004275469,0.9738513,0.0001047993,0.0002799529,0.0002525818,0.000078652,0.0001186128,0.0003930403,0.0002696418,0.0003933233,0.0238048],"study_design_scores_gemma":[0.00000419289,0.0001248491,0.9941757,0.00004971596,0.0002305926,0.0008219841,0.0003017826,0.0005297667,0.0001953691,0.0005347419,0.003024072,0.000007209603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394366,0.04075459,0.003426824,0.001215077,0.0002153589,0.00005598189,0.003161052,0.00004739346,0.01168713],"genre_scores_gemma":[0.9898067,0.006346544,0.001706612,0.0001393608,0.0001542434,0.00002291307,0.0009791532,0.000007909956,0.0008365223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003038526,"threshold_uncertainty_score":0.007249296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04227194202402198,"score_gpt":0.304842026472296,"score_spread":0.262570084448274,"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."}}