{"id":"W1982656232","doi":"10.1038/srep07613","title":"Decreased deformability of lymphocytes in chronic lymphocytic leukemia","year":2015,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"Grand Challenges Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Chronic lymphocytic leukemia; Stiffness; Medicine; Metastasis; Leukemia; Cancer; Cell; Cancer research; Pathology; Immunology; Chemistry; Materials science; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004413544,0.0002478361,0.0006399842,0.0005487921,0.00007798814,0.00007220393,0.0002361063,0.0001799823,0.0001670241],"category_scores_gemma":[0.002235677,0.0002086529,0.0001937217,0.001577769,0.0009568266,0.0002586687,0.000215906,0.0001751512,0.00008630744],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2581537,"about_ca_system_score_gemma":0.2422202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005511746,"about_ca_topic_score_gemma":0.000447993,"domain_scores_codex":[0.9952247,0.0001038121,0.001226527,0.0009690318,0.001697684,0.0007782638],"domain_scores_gemma":[0.9962226,0.0001247828,0.0003374957,0.002005017,0.0006250919,0.0006849766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008644137,0.00224745,0.2622384,0.01173656,0.0008994059,0.06169974,0.01537989,0.0950231,0.3776682,0.001319745,0.1022448,0.06089851],"study_design_scores_gemma":[0.05378644,0.001014666,0.007141936,0.001399979,0.000203766,0.01471794,0.001047192,0.3196853,0.5643241,0.01195882,0.02370673,0.001013124],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903651,0.001333803,0.00003414445,0.00002413126,0.001547907,0.0008226538,0.000002007478,0.00008944892,0.005780786],"genre_scores_gemma":[0.9973562,0.00001245088,0.0004160132,0.00002608424,0.00009341905,0.00005052717,0.00006354207,0.00003096123,0.00195077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2550965,"threshold_uncertainty_score":0.8508618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03519628538363756,"score_gpt":0.312531674282803,"score_spread":0.2773353888991654,"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."}}