{"id":"W2996847368","doi":"10.1111/ajt.15594","title":"Asymptomatic erythematous atrophic plaque in a kidney transplant recipient","year":2020,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Skin Diseases and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McMaster University","funders":"","keywords":"Medicine; Asymptomatic; Dermatology; Kidney transplantation; Kidney transplant; Kidney; Pathology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001139913,0.0001227491,0.0004179231,0.0001557922,0.00001820413,0.00001118506,0.00008076127,0.00002569715,0.0000601938],"category_scores_gemma":[0.00004995113,0.00009945513,0.0001636917,0.0003265979,0.00006556376,0.0001026245,0.000001717289,0.0001793823,0.00001049469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003777322,"about_ca_system_score_gemma":0.0001756537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002152944,"about_ca_topic_score_gemma":0.000002408132,"domain_scores_codex":[0.9988272,0.00006634517,0.0005067405,0.0001203484,0.0003048602,0.0001745517],"domain_scores_gemma":[0.9990959,0.00009875675,0.0002549914,0.00007004852,0.0000566654,0.0004236369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02034323,0.001310256,0.8375819,0.003413103,0.0008407473,0.009109787,0.03378032,0.001740025,0.04508686,0.000285633,0.001143774,0.04536442],"study_design_scores_gemma":[0.02413395,0.01385192,0.9153394,0.009612725,0.002973948,0.008139784,0.0034658,0.004890183,0.01570448,0.0004628853,0.0005344345,0.0008905284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929734,0.0001902016,0.001894139,0.004551528,0.00006605757,0.0001433975,0.00003141117,0.00001651157,0.0001333636],"genre_scores_gemma":[0.9950253,0.0007937119,0.001671909,0.002342698,0.0001183967,0.000003881983,0.00002492229,0.00001734291,0.000001842687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07775751,"threshold_uncertainty_score":0.4055662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009919551800726852,"score_gpt":0.2457081321088645,"score_spread":0.2357885803081376,"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."}}