{"id":"W2553962359","doi":"10.1182/blood.v104.11.3259.3259","title":"Lymphoma-Associated Macrophage (LAM) Content Is an Independent Predictor of Survival in Patients with Follicular Lymphoma (FL).","year":2004,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Follicular lymphoma; Medicine; Lymphoma; Internal medicine; CD68; Tissue microarray; CD20; Biopsy; Stage (stratigraphy); Survival analysis; High-power field; Pathology; Oncology; Rituximab; Cancer; Immunohistochemistry; 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":[0.0003207618,0.0001341648,0.0001197348,0.0003694051,0.000178098,0.0002848409,0.0001775002,0.0002751623,0.001315331],"category_scores_gemma":[0.0007928749,0.00008201132,0.0001225907,0.000257524,0.0001536661,0.0002368309,0.0001746216,0.0002737086,0.0002611475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000174804,"about_ca_system_score_gemma":0.0001232191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006774396,"about_ca_topic_score_gemma":0.000874052,"domain_scores_codex":[0.9999052,0.0000233851,0.000008757076,0.00002032822,0.00001747322,0.00002481861],"domain_scores_gemma":[0.9995647,0.0001334186,0.0001434626,0.00002202595,0.00005434813,0.00008202605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002857831,0.00001983932,0.9952372,0.000006869847,0.00001286668,0.0000611949,0.0000148672,0.00003782984,0.001614944,0.000005988502,0.0001528093,0.002549814],"study_design_scores_gemma":[0.00001918373,0.0001730762,0.9973868,0.000004584077,0.00004083254,0.0007268992,0.00006032144,0.0005988487,0.0006013525,0.0000309704,0.0003552215,0.000002007905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992841,0.0002778964,0.00008498178,0.00004431404,0.000002282391,0.000002821168,0.0001046609,0.000005125116,0.0001937606],"genre_scores_gemma":[0.9995745,0.0000377219,0.00005846724,0.00001462003,0.000006832342,0.000003647657,0.0001954039,8.654926e-7,0.0001079009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001315331,"threshold_uncertainty_score":0.004400194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467646296049819,"score_gpt":0.2182274182762029,"score_spread":0.2035509553157047,"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."}}