{"id":"W3135766757","doi":"10.1016/j.immuni.2021.02.012","title":"Cancer immunotherapy: Macs in the middle","year":2021,"lang":"en","type":"letter","venue":"Immunity","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Institute of Infection and Immunity; Université de Montréal; Canadian Liver Foundation","keywords":"Biology; Cancer; Cancer immunotherapy; Immunotherapy; Immunology; Cancer research; Computational biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005594213,0.001225138,0.002005039,0.0009139856,0.008931334,0.009062613,0.002081393,0.09956449,0.01067518],"category_scores_gemma":[0.02109035,0.0009227942,0.001695593,0.0006755464,0.006418851,0.007894957,0.003571588,0.07324518,0.007286328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006969278,"about_ca_system_score_gemma":0.008465989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026432,"about_ca_topic_score_gemma":0.01921429,"domain_scores_codex":[0.9947285,0.001848671,0.000409668,0.0006421864,0.001468479,0.0009024389],"domain_scores_gemma":[0.9921807,0.004122633,0.0004442791,0.0002295937,0.001044498,0.001978335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007158502,0.00004313621,0.0003860976,0.00004050861,0.00001475262,0.001086179,0.0001185536,0.00004504042,0.0001392123,0.007339032,0.9828722,0.007843691],"study_design_scores_gemma":[0.0001370353,0.00006182042,0.0005202453,0.0003129327,0.00002745801,0.001172786,0.000485845,0.0003779509,0.0001286491,0.02609354,0.9706223,0.00005948149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001525246,0.001986718,0.00005497446,0.9821938,0.01252853,0.000007439884,0.00001751557,0.00001134372,0.00304717],"genre_scores_gemma":[0.001877836,0.001010514,0.0001201298,0.957545,0.03248887,0.00002058427,0.00001030183,0.00001272769,0.006914007],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09956449,"threshold_uncertainty_score":0.05056584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0606630888192051,"score_gpt":0.3040101587957556,"score_spread":0.2433470699765505,"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."}}