{"id":"W3128264429","doi":"","title":"ACHIEVEMENTS AND ADVANCES IN DIABETES RESEARCH OVER A QUARTER OF A CENTURY: A REVIEW OF THE AVAILABLE EVIDENCE","year":2021,"lang":"en","type":"review","venue":"Iranian Journal of Diabetes and Metabolism","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Diabetes mellitus; Medicine; Gerontology; Endocrinology; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003333393,0.001150316,0.003699809,0.006142657,0.0003698413,0.002389099,0.001253625,0.001708337,0.003722013],"category_scores_gemma":[0.007349503,0.0004736365,0.002272283,0.00891464,0.0005965821,0.00216699,0.001241307,0.00188331,0.0004315682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001360017,"about_ca_system_score_gemma":0.004335473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003309225,"about_ca_topic_score_gemma":0.00916349,"domain_scores_codex":[0.9985951,0.0002707755,0.0004399482,0.0001972272,0.0004175424,0.0000793581],"domain_scores_gemma":[0.9931079,0.004764656,0.001288833,0.00005648712,0.0006027655,0.0001793557],"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":[0.0004582651,0.00008312889,0.00201681,0.4182851,0.002345948,0.0003019973,0.0002455874,0.0002969465,0.0006698071,0.001499333,0.02098525,0.5528119],"study_design_scores_gemma":[0.0002217452,0.0003537382,0.01525773,0.4137278,0.01786627,0.002386589,0.0009859559,0.0002885209,0.0004678966,0.002492799,0.5458235,0.0001274547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006559748,0.9995939,0.00001483651,0.0001885466,0.00004953414,0.000002750481,0.00002958323,0.000001279208,0.00005396282],"genre_scores_gemma":[0.0004610473,0.9992119,0.00006790561,0.0001552439,0.00006355144,0.000003240859,0.00001936844,3.749156e-7,0.00001739821],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006142657,"threshold_uncertainty_score":0.01762885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06595392038566947,"score_gpt":0.3860326248913288,"score_spread":0.3200787045056593,"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."}}