{"id":"W4401855105","doi":"10.34119/bjhrv7n4-357","title":"Diabetes Mellitus tipo 2: fisiopatologia, diagnóstico, tratamento e complicações em clínica médica","year":2024,"lang":"pt","type":"article","venue":"Brazilian Journal of Health Review","topic":"Healthcare Regulation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Diabetes mellitus; Gynecology; 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0178891,0.0009022637,0.004305734,0.0006674971,0.001223291,0.0001611615,0.001140701,0.000704835,0.002801626],"category_scores_gemma":[0.00265968,0.0007258141,0.001084378,0.00178272,0.0002402162,0.0007098254,0.000224051,0.004300527,0.00218243],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677109,"about_ca_system_score_gemma":0.009748838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006276942,"about_ca_topic_score_gemma":0.0001134943,"domain_scores_codex":[0.9747603,0.01099747,0.009229301,0.0009595392,0.001659128,0.002394286],"domain_scores_gemma":[0.9871311,0.004339983,0.004191043,0.001266929,0.0007724556,0.002298487],"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":[0.00003175494,0.0002262097,0.002064404,0.1536437,0.0001939475,0.000135843,0.001710374,0.000002222842,0.000003507168,0.001088029,0.2625785,0.5783216],"study_design_scores_gemma":[0.0006400094,0.001414784,0.0168278,0.2677917,0.0004363272,0.0002188641,0.0007775126,0.0003249773,0.000002972297,0.0007904115,0.7102677,0.0005069629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00406973,0.7653514,0.0008067631,0.2212671,0.004812822,0.003230594,0.0001989359,0.0001221407,0.0001405211],"genre_scores_gemma":[0.1268823,0.8395402,0.0009592349,0.03006293,0.001550191,0.00006890667,0.00007434671,0.0001958833,0.0006659826],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5778146,"threshold_uncertainty_score":0.9995193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093094532464097,"score_gpt":0.459315423421729,"score_spread":0.3500059701753193,"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."}}