{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001018106,0.00009184437,0.0001488967,0.00006887079,0.00005057383,0.00001196643,0.00006063947,0.00007649936,0.0007562298],"category_scores_gemma":[0.00006443154,0.00008380788,0.00002790144,0.00007968046,0.00004309021,0.0001865653,0.00002697242,0.0001831957,0.000450908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002020396,"about_ca_system_score_gemma":0.00001626071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004792434,"about_ca_topic_score_gemma":0.00004854813,"domain_scores_codex":[0.9993863,0.00007643176,0.0001461952,0.000167453,0.0000152122,0.0002083702],"domain_scores_gemma":[0.9997354,0.00007386377,0.00006931347,0.0000888115,0.00002380447,0.000008850753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001927107,0.0003632428,0.2349382,0.00002565633,0.00007331349,0.00001374928,0.000294144,0.00001004489,0.7608324,0.0002007968,0.0005942524,0.00246156],"study_design_scores_gemma":[0.007348601,0.00052369,0.3032849,0.0001366265,0.00004937211,0.0003229467,0.001084988,0.00001137612,0.4188913,0.0002376117,0.2677538,0.0003548539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834524,0.01012721,0.000004646821,0.00007599079,0.001243966,0.0001008165,0.000002388236,0.00004288105,0.004949657],"genre_scores_gemma":[0.9820741,0.0004073367,0.0000263957,0.0002846457,0.00001112596,0.000007790238,0.0000215089,0.0000080399,0.01715905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3419411,"threshold_uncertainty_score":0.8280186,"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."}}