{"id":"W3162939813","doi":"10.1016/j.chom.2021.04.009","title":"A phingerprint for rheumatoid arthritis development?","year":2021,"lang":"en","type":"letter","venue":"Cell Host & Microbe","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Kenneth Rainin Foundation","keywords":"Human virome; Rheumatoid arthritis; Biology; Biomarker; Disease; Immunology; Arthritis; Computational biology; Bioinformatics; Genetics; Gene; Medicine; Genome; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009822844,0.0004214984,0.0004171206,0.00005413188,0.0003012698,0.0002108776,0.0004221497,0.0005139201,0.01033371],"category_scores_gemma":[0.0000133332,0.0004615425,0.0002783571,0.0001194658,0.0001135097,0.000145005,0.00048331,0.0009233252,0.002675116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003671483,"about_ca_system_score_gemma":0.00008020359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002006139,"about_ca_topic_score_gemma":0.0002018361,"domain_scores_codex":[0.9979579,0.00003832783,0.0004621437,0.0007715996,0.0001332504,0.0006367631],"domain_scores_gemma":[0.999138,0.00007004742,0.0002289121,0.0004560123,0.00002643795,0.00008056284],"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":[0.000002841911,0.00003854601,0.000008242157,0.00004445773,0.0000179066,0.00006236742,0.0002236616,7.773778e-7,0.3851961,1.766127e-7,0.6108891,0.003515823],"study_design_scores_gemma":[0.0002648509,0.00001670031,0.0001677182,0.0001947807,0.000009754031,0.00009566118,0.00002483724,0.00000118665,0.139634,0.000004049059,0.8591256,0.0004608817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2881212,0.01220687,0.01152549,0.5883873,0.01835832,0.00720556,0.00205456,0.0009859805,0.07115476],"genre_scores_gemma":[0.007250859,0.003282287,0.03753133,0.8123308,0.002084074,0.0005621854,0.004127598,0.0004532853,0.1323776],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2808703,"threshold_uncertainty_score":0.9997836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021091075410428,"score_gpt":0.2082569243955763,"score_spread":0.198046013641472,"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."}}