{"id":"W4319345033","doi":"10.51161/ii-conbesp/14086","title":"PAPEL DAS INCRETINAS NO MANEJO DO DIABETES MELLITUS TIPO 2","year":2023,"lang":"pt","type":"article","venue":"","topic":"Public Health in Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Diabetes mellitus; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00577262,0.0003892807,0.0005561587,0.0002855704,0.001278985,0.0004993247,0.001283905,0.0005676033,0.01344076],"category_scores_gemma":[0.002464473,0.0003737844,0.0001872659,0.002891088,0.0006205074,0.0005695257,0.0005483229,0.0005559392,0.06529965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003240224,"about_ca_system_score_gemma":0.0009911442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003231194,"about_ca_topic_score_gemma":0.001721192,"domain_scores_codex":[0.993533,0.0009634885,0.000825194,0.000876652,0.001447947,0.002353675],"domain_scores_gemma":[0.9961292,0.001520847,0.0002489326,0.0007536605,0.0003271608,0.00102024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001415558,0.0001218639,0.03241154,0.0003650218,0.00008217213,0.00004402872,0.01235319,0.000003564637,0.0001110572,0.0449888,0.8789288,0.03057578],"study_design_scores_gemma":[0.0003278612,0.0001196306,0.03428927,0.00008974435,0.00002266053,4.74426e-7,0.005062987,0.0006074389,0.0000541808,0.002942983,0.9559751,0.0005077285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2270593,0.001196321,0.000005708353,0.05476705,0.00566119,0.0008764975,0.00007426558,0.001188404,0.7091713],"genre_scores_gemma":[0.658116,0.003771699,0.0001719053,0.00622256,0.002848637,0.0001169539,0.00006628876,0.00009575846,0.3285902],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4310567,"threshold_uncertainty_score":0.9998714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03889433287517878,"score_gpt":0.3678576046402823,"score_spread":0.3289632717651035,"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."}}