{"id":"W2912655525","doi":"10.1182/bloodadvances.2018020602","title":"PD-L1 and tumor-associated macrophages in de novo DLBCL","year":2019,"lang":"en","type":"article","venue":"Blood Advances","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Lymphoma; Diffuse large B-cell lymphoma; Medicine; Cancer research; Myeloid; Immunology; Biology; Oncology; 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":[0.001223449,0.0001408385,0.0002931293,0.0004683305,0.0001080171,0.0005183042,0.0002175023,0.0003044559,0.0008787086],"category_scores_gemma":[0.0009053624,0.000129021,0.0001015579,0.0002373237,0.000211766,0.0002950682,0.0003224335,0.0005733135,0.0001372462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005638255,"about_ca_system_score_gemma":0.0003129304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004178169,"about_ca_topic_score_gemma":0.0006655932,"domain_scores_codex":[0.9996769,0.0001753614,0.00001794114,0.00004425665,0.00005094934,0.00003448891],"domain_scores_gemma":[0.9995807,0.0001545168,0.0001290424,0.00002414085,0.0000419203,0.00006969085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01981574,0.001169091,0.6476386,0.0004756087,0.0002172283,0.0009451286,0.0002852792,0.00159101,0.1736782,0.001007846,0.002027311,0.151149],"study_design_scores_gemma":[0.002667215,0.009823708,0.899708,0.0001498874,0.0003769381,0.005032202,0.0005935835,0.008043666,0.05502792,0.00278104,0.01576547,0.00003040106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916657,0.006432148,0.0004654854,0.0003466027,0.00001447788,0.00003012411,0.0001231011,0.00001373122,0.0009087424],"genre_scores_gemma":[0.9990369,0.0004037526,0.0001975425,0.00008903311,0.0000109828,0.00001303533,0.00007484852,0.000001417278,0.0001726107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001223449,"threshold_uncertainty_score":0.006470263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003343574571653689,"score_gpt":0.2110152679863841,"score_spread":0.2076716934147305,"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."}}