{"id":"W3193307262","doi":"10.1111/ctr.14460","title":"Impact of diabetes mellitus on clinical outcomes after heart transplantation","year":2021,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Diabetes mellitus; Transplantation; Heart transplantation; Intensive care medicine; Internal medicine; Cardiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001336758,0.0003342623,0.001226034,0.0001445682,0.00006379039,0.00002361297,0.00009622398,0.0004014414,0.0004106939],"category_scores_gemma":[0.000295895,0.0002568331,0.001685229,0.000310053,0.0002285608,0.000167691,0.000004740568,0.0005519139,0.00007992812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003342173,"about_ca_system_score_gemma":0.0002864141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001607542,"about_ca_topic_score_gemma":0.00002740095,"domain_scores_codex":[0.9957037,0.0007964108,0.0019685,0.0006463787,0.0005100608,0.000374943],"domain_scores_gemma":[0.9950583,0.003628659,0.0002424307,0.0004668643,0.0002725976,0.0003311709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002376761,0.0009734653,0.9864942,0.0005122444,0.000507858,0.0002224638,0.0002541115,0.0000295068,0.000711756,0.0001565622,0.00004021993,0.007720878],"study_design_scores_gemma":[0.006172346,0.001542868,0.9870349,0.0004191883,0.00124843,0.00005894416,0.00002594727,0.00004451498,0.002854307,0.0002493658,0.00009569989,0.0002535055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925559,0.0002514056,0.004223842,0.0006510639,0.0007954654,0.0004166327,0.0003537164,0.00008944757,0.0006625834],"genre_scores_gemma":[0.9779716,0.004538642,0.01494336,0.001404163,0.0002582972,0.00003115405,0.000663429,0.00004439532,0.0001449879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01458427,"threshold_uncertainty_score":0.9999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09526036326290854,"score_gpt":0.4720215670887739,"score_spread":0.3767612038258653,"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."}}