{"id":"W3157232913","doi":"10.1080/2162402x.2021.1918373","title":"A bacterium-derived, cancer-associated immunopeptidome","year":2021,"lang":"en","type":"letter","venue":"OncoImmunology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institute for Research in Immunology and Cancer","funders":"","keywords":"Context (archaeology); Immune system; Biology; Cancer; Bacteria; Medicine; Immunology; Microbiology; Genetics","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":[0.001076788,0.0006157561,0.0004795728,0.0002626196,0.001209451,0.001274099,0.0006474096,0.0125207,0.002529412],"category_scores_gemma":[0.003735695,0.000319736,0.0005171798,0.0001447326,0.001323234,0.001073459,0.0004238575,0.009478037,0.002311371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451119,"about_ca_system_score_gemma":0.000820211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009350423,"about_ca_topic_score_gemma":0.002152926,"domain_scores_codex":[0.9994236,0.0001771901,0.0000480478,0.00006914121,0.0001991034,0.00008299177],"domain_scores_gemma":[0.9990107,0.0006343606,0.00006039309,0.00003693023,0.0001180657,0.000139614],"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":[0.0002400372,0.0001040488,0.0004696443,0.0001481997,0.00001767008,0.004630113,0.00005681273,0.0001081122,0.00287565,0.006091383,0.9535046,0.03175378],"study_design_scores_gemma":[0.0001373639,0.00018111,0.0008217022,0.00008756731,0.00001941179,0.003307231,0.00008506139,0.0003529235,0.001609918,0.006175796,0.9871983,0.00002360525],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002796749,0.01960834,0.0006360999,0.8707139,0.09479208,0.00005065767,0.00009589441,0.00007389666,0.01123236],"genre_scores_gemma":[0.02658926,0.01431891,0.0008258555,0.8338382,0.08451565,0.00009039028,0.00007465414,0.00002870274,0.03971836],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0125207,"threshold_uncertainty_score":0.01052868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404670757404101,"score_gpt":0.2408466630210687,"score_spread":0.2267999554470277,"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."}}