{"id":"W3088422310","doi":"10.1111/ajt.16324","title":"Preexisting melanoma and hematological malignancies, prognosis, and timing to solid organ transplantation: A consensus expert opinion statement","year":2020,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"American Society of Transplantation; Sanofi; National Institute of Allergy and Infectious Diseases; U.S. Department of Veterans Affairs","keywords":"Medicine; Statement (logic); Expert opinion; Melanoma; Transplantation; Intensive care medicine; Oncology; Internal medicine; Cancer research","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":[0.0001131037,0.0001256034,0.0003258272,0.00007298169,0.00007859452,0.00002294129,0.00003479116,0.00003178587,0.00001148134],"category_scores_gemma":[0.00003058643,0.00009607439,0.00004303459,0.0001424869,0.0001121672,0.0000625629,0.000004773822,0.0001133639,0.00000116196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001633951,"about_ca_system_score_gemma":0.00007659099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002944776,"about_ca_topic_score_gemma":0.000002039501,"domain_scores_codex":[0.9989572,0.00006108551,0.0004453798,0.0001574308,0.0002117818,0.0001671219],"domain_scores_gemma":[0.999204,0.00009072647,0.0002246673,0.00003401238,0.00007822088,0.0003683387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03220144,0.0009764835,0.2633185,0.004326656,0.001744326,0.009326491,0.1218885,0.0003675811,0.3188857,0.0005528678,0.0017207,0.2446908],"study_design_scores_gemma":[0.03177892,0.04408113,0.5704842,0.01270062,0.004194875,0.06904986,0.03544167,0.004080686,0.2211141,0.0001554104,0.004625296,0.002293315],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879715,0.002075022,0.003943047,0.005637629,0.00004697964,0.0002244669,0.00003287039,0.00002095411,0.00004756717],"genre_scores_gemma":[0.9866574,0.004891941,0.007322326,0.001009739,0.0000791411,0.000005327933,0.00001989484,0.00001211601,0.000002045921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3071657,"threshold_uncertainty_score":0.39178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03684886621331403,"score_gpt":0.3165370114393479,"score_spread":0.2796881452260339,"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."}}