{"id":"W4361000865","doi":"10.26443/msurj.v18i1.189","title":"At Once Friends and Foes","year":2023,"lang":"en","type":"article","venue":"McGill Science Undergraduate Research Journal","topic":"Immune cells in cancer","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mycobacterium tuberculosis; Immune system; Immunology; Tuberculosis; Myeloid-derived Suppressor Cell; Innate immune system; Disease; Suppressor; Medicine; Myeloid; Biology; Cancer research; Cancer; Pathology","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":[0.001366743,0.0007334366,0.0007213827,0.0007297213,0.005898032,0.005753502,0.0008243592,0.002780308,0.1420457],"category_scores_gemma":[0.005067838,0.0002785239,0.0004291289,0.0005636089,0.002406035,0.004906164,0.005046661,0.004716035,0.08617925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001273472,"about_ca_system_score_gemma":0.001634098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00344024,"about_ca_topic_score_gemma":0.00839853,"domain_scores_codex":[0.9984705,0.0005495489,0.00003517048,0.0002210872,0.0003916569,0.0003321921],"domain_scores_gemma":[0.9975648,0.0002725062,0.0001471268,0.0001941804,0.0005088634,0.001312556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006695699,0.00006213663,0.00125234,0.0001814724,0.00002722757,0.00069868,0.004802138,0.00002364781,0.0008363504,0.01844654,0.8459994,0.1276031],"study_design_scores_gemma":[0.00000143174,0.00001299409,0.0002272004,0.00005235317,0.000002475297,0.00028803,0.001046491,0.000005106635,0.00004971189,0.000859427,0.9974504,0.000004364414],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01535768,0.07759226,0.004213401,0.2949333,0.05614525,0.0001124074,0.001019195,0.001401417,0.5492252],"genre_scores_gemma":[0.05317675,0.01855377,0.002364043,0.06738137,0.007084859,0.00005992689,0.0003341944,0.0003770139,0.8506681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1420457,"threshold_uncertainty_score":0.4751901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07249563236519656,"score_gpt":0.3822934082240256,"score_spread":0.309797775858829,"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."}}