{"id":"W6922410870","doi":"10.12114/j.issn.1007-9572.2023.0347","title":"Effects of Pre-hospital Metformin Use on Clinical Outcomes in Patients with Diabetes and Sepsis","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metformin; Diabetes mellitus; Sepsis; Cochrane Library; Meta-analysis","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":[0.01022828,0.001236052,0.006437013,0.003473811,0.0004484864,0.002211661,0.001159657,0.001605516,0.001592146],"category_scores_gemma":[0.02473707,0.0006474075,0.02086128,0.003903023,0.0004593166,0.001069066,0.000961114,0.001664218,0.00009418899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385351,"about_ca_system_score_gemma":0.001865548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004082756,"about_ca_topic_score_gemma":0.005529813,"domain_scores_codex":[0.9922974,0.003776217,0.002158692,0.0006808985,0.0008243148,0.000262464],"domain_scores_gemma":[0.979955,0.01411114,0.00417376,0.0004903453,0.000990725,0.0002790207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.01372015,0.0001900272,0.0824833,0.2721554,0.5754797,0.0003739075,0.000164823,0.001291399,0.0004346337,0.0003251595,0.001090932,0.05229058],"study_design_scores_gemma":[0.001934903,0.001509459,0.0790262,0.02969026,0.8822342,0.0004171249,0.000140465,0.0006602053,0.0004809749,0.0006170553,0.003224208,0.00006501254],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01590518,0.9829127,0.0001961328,0.0002543351,0.0001666239,0.00006219183,0.0002318134,0.000006757426,0.0002642807],"genre_scores_gemma":[0.4356303,0.5606428,0.001159774,0.0009323973,0.0004767145,0.0003213882,0.0005949136,0.00001270159,0.000228896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01022828,"threshold_uncertainty_score":0.05409294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104449647656691,"score_gpt":0.4925582590993722,"score_spread":0.3881086114426812,"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."}}