{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007587859,0.0002947662,0.0009777382,0.0007052394,0.00004326228,0.000006244325,0.0001835942,0.0001500266,0.0003520519],"category_scores_gemma":[0.002225764,0.0001916928,0.00006678133,0.0008697472,0.0004153269,0.00011634,0.00007077663,0.0002942791,0.00002984301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008372008,"about_ca_system_score_gemma":0.0002589586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002188137,"about_ca_topic_score_gemma":0.000321544,"domain_scores_codex":[0.9969757,0.0002247694,0.0004496465,0.0005849635,0.0008165892,0.0009483455],"domain_scores_gemma":[0.9986229,0.0003230609,0.00007903134,0.0004962261,0.0001268222,0.0003519442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001680448,0.0001811204,0.8310596,0.000109997,0.00006413351,0.0006368588,0.000692541,0.000006787496,0.04300297,0.00005284834,0.01515568,0.107357],"study_design_scores_gemma":[0.04880098,0.003806215,0.8749552,0.003493434,0.0001238908,0.0003178004,0.006876138,0.0008876203,0.01938069,0.002099924,0.03830081,0.0009573048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715942,0.01022813,0.003738214,0.007117792,0.001107021,0.001196107,0.00001750038,0.00007302658,0.004928054],"genre_scores_gemma":[0.9848399,0.006788397,0.00395989,0.00054878,0.0002453744,0.0001239295,0.0000348073,0.00006441408,0.003394543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1063997,"threshold_uncertainty_score":0.7817006,"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."}}