{"id":"W4405042392","doi":"10.1182/blood-2024-202410","title":"The Fusion Landscape of Anaplastic Large Cell Lymphoma: An L.L.M.P.P. Study","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Simon Fraser University; University of British Columbia; Spinal Cord Injury BC","funders":"","keywords":"Anaplastic large-cell lymphoma; Medicine; Lymphoma; Cancer research; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001196014,0.0002192214,0.0002490432,0.001332848,0.0004181843,0.0007013665,0.0002928894,0.0004395608,0.001666762],"category_scores_gemma":[0.001527833,0.0001326403,0.0004063598,0.001309422,0.000437294,0.0006166112,0.0006684937,0.0004019168,0.000529592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005972662,"about_ca_system_score_gemma":0.0003194934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255009,"about_ca_topic_score_gemma":0.0009920539,"domain_scores_codex":[0.9995475,0.00012335,0.00002371354,0.0001506345,0.00008215484,0.00007263316],"domain_scores_gemma":[0.9990503,0.00031591,0.0002562962,0.00007841664,0.0001355908,0.000163533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005574164,0.0001008526,0.9628764,0.0000645012,0.0001346326,0.002596786,0.0003841105,0.0002074148,0.004010465,0.0003315629,0.0006963136,0.02803963],"study_design_scores_gemma":[0.00003896873,0.0009576232,0.9690723,0.00004801612,0.0002003865,0.02072021,0.001065874,0.001437287,0.001117976,0.0005790196,0.004741447,0.00002071669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969599,0.001320845,0.000487579,0.0001438409,0.000003743621,0.0000123637,0.0001515613,0.000007793556,0.0009124263],"genre_scores_gemma":[0.9991149,0.0003513689,0.0001598816,0.00007148337,0.00002263414,0.000008857124,0.0001527311,0.000005200795,0.0001129541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001666762,"threshold_uncertainty_score":0.006325185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008573535445317285,"score_gpt":0.2539957262234783,"score_spread":0.245422190778161,"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."}}