{"id":"W2550622171","doi":"10.3389/fmed.2016.00051","title":"TP53 Gene Status Affects Survival in Advanced Mycosis Fungoides","year":2016,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Kongelig Hofbuntmager Aage Bangs Fond","keywords":"Mycosis fungoides; Dermatology; Biology; Medicine; Oncology; Cancer research; Lymphoma; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002390191,0.000129841,0.0001891154,0.0003478861,0.0002073797,0.0002356819,0.00008471817,0.0003363861,0.001170231],"category_scores_gemma":[0.0007669572,0.00006277015,0.0001548714,0.0002634475,0.0001872222,0.0001981899,0.0001660735,0.0002184911,0.0001722155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001210912,"about_ca_system_score_gemma":0.00008702186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005899649,"about_ca_topic_score_gemma":0.0007397048,"domain_scores_codex":[0.9999188,0.00002243429,0.000006416746,0.00001491799,0.00001287853,0.0000245128],"domain_scores_gemma":[0.9995865,0.0001331116,0.0001077064,0.00001611358,0.00002684978,0.0001296955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003094818,0.0001310816,0.9551285,0.00002217325,0.00004466668,0.001423497,0.0002881557,0.0003652481,0.02003177,0.00005446529,0.000226283,0.01918939],"study_design_scores_gemma":[0.00002278719,0.0007147109,0.9957034,0.000008955655,0.00004460285,0.001536078,0.00009644392,0.0003391228,0.0008853785,0.00009790889,0.0005450774,0.000005481452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993414,0.0003602713,0.00004131851,0.00002750861,0.000003994583,0.000001308339,0.00002444473,0.000001991339,0.0001976613],"genre_scores_gemma":[0.9997386,0.00009182256,0.00001970292,0.00001010936,0.000005986412,9.3998e-7,0.00003555849,6.8859e-7,0.00009653327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001170231,"threshold_uncertainty_score":0.003914773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790903808415235,"score_gpt":0.3112252250214779,"score_spread":0.2933161869373256,"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."}}