{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009249264,0.00009628057,0.0004167635,0.0002418455,0.00001885332,0.00000622005,0.0003739762,0.00005363945,0.00007598249],"category_scores_gemma":[0.0007010798,0.00006321831,0.0001138986,0.0001629304,0.0001052785,0.00006855564,0.0000938958,0.0002353581,0.000008995471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614564,"about_ca_system_score_gemma":0.0001778445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000463486,"about_ca_topic_score_gemma":0.00002134145,"domain_scores_codex":[0.9979367,0.0001388643,0.0005797192,0.0001260995,0.001103322,0.0001152977],"domain_scores_gemma":[0.9963247,0.000159621,0.0006008234,0.0001682785,0.002705153,0.00004144956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001105394,0.001943016,0.9921156,0.00002424691,0.000714397,0.00007359248,0.0007869867,0.0001359454,0.002639154,0.0001478566,0.0001196837,0.0001941567],"study_design_scores_gemma":[0.002494376,0.001386314,0.9863966,0.0001471848,0.00005502046,0.001222127,0.0002807193,0.00004636451,0.007772271,0.0001256388,0.0000294665,0.00004388678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974889,0.00003744678,0.000001734453,0.0009489094,0.0002090997,0.0006764234,0.000008075287,0.000002603849,0.0006267627],"genre_scores_gemma":[0.9997473,0.00002548654,0.00001943528,0.0001225026,0.00002141373,0.000008047022,0.000001778761,0.000009958128,0.00004408785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005718939,"threshold_uncertainty_score":0.2577968,"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."}}