{"id":"W4230690495","doi":"10.1186/s13098-018-0315-8","title":"21st Brazilian Diabetes Society Congress","year":2018,"lang":"en","type":"article","venue":"Diabetology & Metabolic Syndrome","topic":"Healthcare Regulation","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medizinische Fakultät der Albert-Ludwigs-Universität Freiburg; University of Toronto; Albert-Ludwigs-Universität Freiburg; Universidad Europea de Madrid; Novo Nordisk; Sanofi","keywords":"Medicine; Diabetes mellitus; Family medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001109797,0.0009372325,0.0008229131,0.001927476,0.0008130891,0.003108958,0.0009910431,0.001942746,0.1855175],"category_scores_gemma":[0.001964135,0.0002554868,0.0008442501,0.001246381,0.0004647825,0.0008937007,0.001609091,0.002761927,0.1159975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001418953,"about_ca_system_score_gemma":0.00204181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002799412,"about_ca_topic_score_gemma":0.003195645,"domain_scores_codex":[0.99942,0.00009121047,0.00007507614,0.0001445423,0.000179788,0.00008942455],"domain_scores_gemma":[0.9987211,0.0001342908,0.000111601,0.0001323948,0.0005652619,0.0003353762],"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":[0.0002215622,0.0001193386,0.0009806474,0.0009823453,0.00004374316,0.0007047217,0.00008434828,0.00006907528,0.00129067,0.005779166,0.5099757,0.4797487],"study_design_scores_gemma":[0.00001035019,0.0000132809,0.0004629253,0.0002616883,0.00000846754,0.000494556,0.00002100765,0.00002266572,0.00008297743,0.0003609291,0.9982576,0.000003619124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003358342,0.21523,0.002930777,0.03792843,0.0777486,0.000317571,0.003498485,0.001015167,0.6579726],"genre_scores_gemma":[0.0280834,0.1704179,0.005742191,0.01419993,0.02582685,0.0005470245,0.005153106,0.0004191526,0.7496104],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1855175,"threshold_uncertainty_score":0.620618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03913276585238176,"score_gpt":0.3940208040744936,"score_spread":0.3548880382221118,"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."}}