{"id":"W4225399187","doi":"10.3390/curroncol29050264","title":"Invasive Fungal Disease in Patients with Chronic Lymphocytic Leukemia in Japan: A Retrospective Database Study","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chronic lymphocytic leukemia; Retrospective cohort study; Disease; Leukemia; Database; Pathology; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007864967,0.0002876318,0.0006267107,0.001420365,0.000607779,0.0008165949,0.0003865794,0.0003466736,0.0007904401],"category_scores_gemma":[0.001757308,0.0004758058,0.0005263647,0.00294852,0.0002629907,0.000626664,0.0007037856,0.0003854752,0.0001266065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008074286,"about_ca_system_score_gemma":0.0009543829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02430048,"about_ca_topic_score_gemma":0.03108204,"domain_scores_codex":[0.9990532,0.0001431498,0.0002453026,0.0002725983,0.0001638863,0.0001218714],"domain_scores_gemma":[0.9981362,0.0001892739,0.0009340059,0.0001999695,0.000269434,0.0002711184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004743055,0.00001828707,0.9990911,0.00003037055,0.00005370307,0.00006445776,0.00008206417,0.000009707474,0.00007187383,0.00000633605,0.00008277495,0.0004418605],"study_design_scores_gemma":[0.00001280334,0.00005071524,0.9986687,0.00001889665,0.0000884024,0.0003245662,0.0003460147,0.0000854591,0.00002644805,0.000006845069,0.0003660378,0.000005157693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975284,0.0007728443,0.0000733769,0.0000363615,0.000005702397,0.00003835616,0.001247538,0.00000252589,0.0002948816],"genre_scores_gemma":[0.9974707,0.0004978314,0.0001167958,0.00007550284,0.00001199096,0.00006406224,0.001685524,0.000002174143,0.00007544152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02430048,"threshold_uncertainty_score":0.04831809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04349342838248715,"score_gpt":0.3569470926411912,"score_spread":0.313453664258704,"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."}}