{"id":"W2557709742","doi":"10.1182/blood.v110.11.184.184","title":"Vascularization Predicts Overall Survival (OS) & Risk of Transformation (RT) in Uniformly Treated Patients with Follicular Lymphoma (FL).","year":2007,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Follicular lymphoma; CD34; Angiogenesis; Medicine; Pathology; Tumor microenvironment; Lymphoma; Stage (stratigraphy); Radiation therapy; Internal medicine; Cancer; Biology","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":[0.0002302087,0.0001077773,0.0001409807,0.0001759518,0.0001230571,0.0002396983,0.0001254043,0.0002348647,0.001109231],"category_scores_gemma":[0.0005592004,0.00008156995,0.0001216112,0.0001812891,0.000108909,0.0001623691,0.0001186511,0.0002171097,0.0001531877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002543312,"about_ca_system_score_gemma":0.0001043723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001114342,"about_ca_topic_score_gemma":0.001218141,"domain_scores_codex":[0.9999311,0.00002191554,0.000005220465,0.00001517514,0.000008826324,0.0000177429],"domain_scores_gemma":[0.9996936,0.00007052891,0.0001178142,0.00001111873,0.00001985023,0.00008697606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002407008,0.000105872,0.9885314,0.00001129454,0.00002604883,0.0001361043,0.0000319975,0.0001880621,0.002069489,0.00001281676,0.0001968379,0.006283139],"study_design_scores_gemma":[0.00006626253,0.001067666,0.9975621,0.000003015089,0.00002751522,0.0003303022,0.00002931783,0.0004154505,0.0002537013,0.00001827573,0.0002242552,0.000002068992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994115,0.0001742275,0.00005168645,0.00001851619,0.000001941052,0.000004860312,0.00009750661,0.000002299555,0.0002375611],"genre_scores_gemma":[0.9996855,0.00002372704,0.00003090867,0.00001078897,0.000004148649,0.000004632767,0.0001472017,6.078909e-7,0.00009233831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001114342,"threshold_uncertainty_score":0.003710806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006151472392422119,"score_gpt":0.2083954617037043,"score_spread":0.2022439893112822,"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."}}