{"id":"W2980250637","doi":"10.1182/blood.v120.21.682.682","title":"Tumor-Associated Macrophages Predict Outcome in Follicular Lymphoma","year":2012,"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":"Rituximab; Medicine; Follicular lymphoma; Internal medicine; Lymphoma; Oncology; CD163; Cancer; Vincristine; Cyclophosphamide; CD68; Prednisone; Pathology; Immunology; Gastroenterology; Chemotherapy; Immunohistochemistry; Phenotype; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003566487,0.0001495198,0.0001939696,0.0007262332,0.000188286,0.0003638555,0.0002028918,0.000274145,0.002032267],"category_scores_gemma":[0.0008367335,0.00009870406,0.0001491914,0.0005218307,0.0001476362,0.0001925616,0.0002434521,0.0002535823,0.0003946808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002858516,"about_ca_system_score_gemma":0.0001692356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158555,"about_ca_topic_score_gemma":0.001172597,"domain_scores_codex":[0.9998482,0.00004105818,0.00001620648,0.00003287917,0.0000246162,0.00003693713],"domain_scores_gemma":[0.9993749,0.0001359124,0.0002188674,0.00003016879,0.0001022739,0.0001379638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006694457,0.00004344425,0.9946405,0.00001498436,0.00001956741,0.00007221719,0.00002703221,0.00007548726,0.002185863,0.000009275838,0.0001681279,0.002074037],"study_design_scores_gemma":[0.00002349341,0.0002244184,0.9976567,0.000006674448,0.00003243302,0.0003900454,0.0001085053,0.0004397073,0.0006166518,0.00004477307,0.0004535414,0.00000299457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992107,0.0001593255,0.00006207908,0.00002134243,0.000002502476,0.000007326401,0.0002937964,0.000003309888,0.0002395638],"genre_scores_gemma":[0.9993349,0.00003614742,0.00007604524,0.000009917209,0.000008106279,0.00001145178,0.00041366,0.000001044598,0.0001087044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002032267,"threshold_uncertainty_score":0.006798625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157364697953283,"score_gpt":0.2627187879504042,"score_spread":0.2469823181550758,"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."}}