{"id":"W2625672208","doi":"10.1177/1203475417716366","title":"Associated Hematolymphoid Malignancies in Patients With Lymphomatoid Papulosis: A Canadian Retrospective Study","year":2017,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Lymphomatoid papulosis; Medicine; Malignancy; Dermatology; Mycosis fungoides; Lymphoproliferative disorders; Lymphoma; Pathology; Cutaneous lymphoma","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004549168,0.0003984232,0.0004755619,0.001782275,0.001996961,0.0009022789,0.0007248513,0.000515646,0.002643194],"category_scores_gemma":[0.001751029,0.0006639675,0.0004936598,0.003660893,0.0006616993,0.0004909456,0.0006701387,0.0006406793,0.0002846973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005488827,"about_ca_system_score_gemma":0.007761917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6565027,"about_ca_topic_score_gemma":0.6722653,"domain_scores_codex":[0.9992478,0.00004854484,0.00006477039,0.0001650961,0.0002652419,0.0002083449],"domain_scores_gemma":[0.9982225,0.0001529992,0.0006503183,0.00008856031,0.0005036496,0.0003820027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002532991,0.0000172561,0.9982013,0.00001847906,0.00001200285,0.0005929204,0.000193342,0.00001454867,0.0001389103,0.00001917992,0.0001082941,0.0006585012],"study_design_scores_gemma":[0.00001031987,0.00007554462,0.9941866,0.00003603494,0.00003410366,0.003712096,0.001073697,0.0001341148,0.00007925295,0.00001453849,0.0006312931,0.00001232682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979573,0.0004546476,0.00005818202,0.00004918021,0.00000510364,0.00003805357,0.0005531335,0.000004225324,0.0008801589],"genre_scores_gemma":[0.9986895,0.0005945261,0.00007569349,0.00005801613,0.000006641564,0.00001585007,0.0004212052,0.000003052558,0.0001354833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3434973,"threshold_uncertainty_score":0.6910405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936719896827527,"score_gpt":0.275569900073681,"score_spread":0.2562027011054057,"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."}}