{"id":"W2109924635","doi":"10.1590/s0004-27302006000300018","title":"Performance de glicosímetro utilizado no automonitoramento glicêmico de portadores de diabetes mellitus tipo 1","year":2006,"lang":"pt","type":"article","venue":"Arquivos Brasileiros de Endocrinologia & Metabologia","topic":"Diabetes Management and Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Gynecology; Diabetes mellitus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002558558,0.001533421,0.002027476,0.001199655,0.0007236794,0.0005592623,0.002149739,0.001011943,0.001906479],"category_scores_gemma":[0.001695129,0.001402555,0.000800024,0.001529643,0.001374962,0.0005652847,0.0011232,0.002439546,0.001676438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001575954,"about_ca_system_score_gemma":0.001090591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007807552,"about_ca_topic_score_gemma":0.00005645426,"domain_scores_codex":[0.9866352,0.001264277,0.00161644,0.001826309,0.001318389,0.007339357],"domain_scores_gemma":[0.9948329,0.001004961,0.000702097,0.001965645,0.0004545861,0.001039825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000382142,0.001630628,0.9080946,0.0009908928,0.001032819,0.0008762869,0.0002039449,0.000334579,0.048386,0.001120405,0.02018598,0.01676168],"study_design_scores_gemma":[0.003430667,0.001467337,0.8953219,0.0003596903,0.001353157,0.00006226339,0.0004711273,0.01495428,0.06644794,0.0002840736,0.01461127,0.001236272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620119,0.02474838,0.00035545,0.0005698036,0.001350948,0.001801888,0.0001153808,0.001023669,0.008022585],"genre_scores_gemma":[0.9675327,0.004026723,0.003806542,0.001413619,0.002004424,0.0005391185,0.0002111105,0.0002467003,0.02021907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02072166,"threshold_uncertainty_score":0.9998618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868731340052392,"score_gpt":0.2839071369301673,"score_spread":0.2652198235296434,"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."}}