{"id":"W2961987448","doi":"10.1097/tp.0000000000002815","title":"Diabetogenic Effects of Immunosuppression: An Integrative Analysis","year":2019,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Immunosuppression; Metformin; Context (archaeology); Diabetes mellitus; Insulin; Medicine; Biology; Immunology; 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":[0.001083144,0.0005325203,0.0007482736,0.001865011,0.0004011419,0.0008137104,0.0003303511,0.000142242,0.001538475],"category_scores_gemma":[0.0007821184,0.0001393112,0.001390983,0.002283671,0.0002106437,0.0002128567,0.0007496661,0.0004086646,0.0002757267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003742112,"about_ca_system_score_gemma":0.0007984065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839994,"about_ca_topic_score_gemma":0.003234679,"domain_scores_codex":[0.999536,0.00008898674,0.00002920818,0.0001748604,0.0001120843,0.00005884952],"domain_scores_gemma":[0.9994308,0.0002588494,0.0001039861,0.00005764832,0.00009433352,0.00005424573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001682805,0.0004800596,0.5452595,0.002819774,0.005175021,0.001263975,0.0006178875,0.009328863,0.2612754,0.002387258,0.004957636,0.1647519],"study_design_scores_gemma":[0.00006584314,0.0008129391,0.9236374,0.0002115227,0.004341609,0.001259377,0.000560482,0.02128753,0.02026376,0.002777623,0.02470573,0.00007620984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9300423,0.01013787,0.02214833,0.0004369746,0.00004837836,0.0001376714,0.03245275,0.0004758813,0.004119841],"genre_scores_gemma":[0.8999158,0.004587875,0.0307885,0.0003707279,0.00005434299,0.000261082,0.06276707,0.0001904162,0.001064051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001865011,"threshold_uncertainty_score":0.005728304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00448245555474541,"score_gpt":0.25118590364359,"score_spread":0.2467034480888446,"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."}}