{"id":"W2911139899","doi":"10.3949/ccjm.86a.18039","title":"Should metformin be used in every patient with type 2 diabetes?","year":2019,"lang":"en","type":"article","venue":"Cleveland Clinic Journal of Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Heritage College","funders":"","keywords":"Medicine; Metformin; Type 2 diabetes; Diabetes mellitus; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001325631,0.0003890115,0.001307826,0.0006299915,0.0015828,0.001343147,0.0006072602,0.006827145,0.005026737],"category_scores_gemma":[0.01175426,0.0003024683,0.0009459723,0.0005335301,0.0007464119,0.002533662,0.0005150732,0.005154994,0.001161502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005294578,"about_ca_system_score_gemma":0.001641325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001582673,"about_ca_topic_score_gemma":0.005576997,"domain_scores_codex":[0.9989671,0.0003645611,0.0001836218,0.00009054396,0.0002621646,0.0001321465],"domain_scores_gemma":[0.9970104,0.001124784,0.0004644678,0.0001261433,0.0003983229,0.0008759464],"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":[0.003093505,0.001173554,0.1515118,0.001103916,0.0006678065,0.02807747,0.0004756282,0.0005215018,0.00283135,0.003370514,0.3267212,0.4804518],"study_design_scores_gemma":[0.002350043,0.002988028,0.2540222,0.0131924,0.001700358,0.1151094,0.006391931,0.002205331,0.004034942,0.03080652,0.5667152,0.0004836798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08043208,0.0887874,0.001672575,0.7758576,0.02111536,0.00007364209,0.0002411285,0.0001718202,0.03164831],"genre_scores_gemma":[0.4909866,0.06351771,0.01118621,0.38218,0.04235523,0.0001714372,0.0002886244,0.0001040627,0.009210126],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006827145,"threshold_uncertainty_score":0.01681608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05274907847218869,"score_gpt":0.3188956963858648,"score_spread":0.2661466179136761,"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."}}