{"id":"W2912512558","doi":"10.1111/ijd.14391","title":"Influence of the phenotype on mycosis fungoides prognosis, a retrospective cohort study of 160 patients","year":2019,"lang":"en","type":"article","venue":"International Journal of Dermatology","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Institute for Work & Health; Sunnybrook Health Science Centre","funders":"Canadian Dermatology Foundation","keywords":"Mycosis fungoides; Medicine; CD8; Retrospective cohort study; CD4-CD8 Ratio; Cohort; Demographics; Immunophenotyping; Internal medicine; Stage (stratigraphy); Confounding; Gastroenterology; Immunology; Demography; Lymphoma; Lymphocyte subsets; Flow cytometry; Immune system; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005856245,0.000323616,0.0004163045,0.0008402274,0.0006828005,0.0005744151,0.0002944932,0.0003683626,0.001237701],"category_scores_gemma":[0.001740516,0.0004104228,0.0003342429,0.0008935721,0.0003077575,0.0005230296,0.0004332169,0.0002992735,0.0002966752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004517869,"about_ca_system_score_gemma":0.000409693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00643273,"about_ca_topic_score_gemma":0.007291973,"domain_scores_codex":[0.9995044,0.00008669925,0.00006018049,0.0001660331,0.00009423256,0.00008835478],"domain_scores_gemma":[0.9990017,0.0001605435,0.0003741027,0.0001144813,0.0001242976,0.0002248988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007516706,0.00001324083,0.9991981,0.00000403229,0.00001476983,0.0001291194,0.00006074879,0.00001044818,0.0001630876,0.000003441276,0.00002794976,0.0002998433],"study_design_scores_gemma":[0.00001324967,0.0001861162,0.9982656,0.000005956218,0.00003362368,0.0008618049,0.0002544246,0.00009520701,0.0000727833,0.000009456548,0.0001971221,0.00000481129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999572,0.00008797608,0.00002867431,0.000006300178,0.000002230219,0.00000774099,0.0001885772,0.000001095461,0.0001054895],"genre_scores_gemma":[0.9995891,0.00004773028,0.00002918128,0.00001048765,0.00000449326,0.000009857444,0.0002606787,0.000001082413,0.00004729935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00643273,"threshold_uncertainty_score":0.01279062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007595605830843088,"score_gpt":0.295867949138165,"score_spread":0.2882723433073219,"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."}}