{"id":"W3137362222","doi":"10.1038/s41590-021-00893-6","title":"There won’T be blood","year":2021,"lang":"en","type":"letter","venue":"Nature Immunology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Biology; Immunology; Computational biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002997029,0.001091737,0.001557118,0.0006901113,0.008825329,0.006803464,0.002143729,0.1034414,0.01773991],"category_scores_gemma":[0.01994758,0.001169891,0.0016389,0.0005180829,0.003876939,0.004683707,0.002979382,0.07813758,0.01001412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00507247,"about_ca_system_score_gemma":0.005278113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00788839,"about_ca_topic_score_gemma":0.01680143,"domain_scores_codex":[0.9967425,0.0006618945,0.0002739694,0.0004607312,0.0009872377,0.000873597],"domain_scores_gemma":[0.9948345,0.002222446,0.0002795894,0.0001785921,0.0006491554,0.001835651],"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":[0.00005662121,0.00004462376,0.0004848913,0.00003449188,0.00002423273,0.003749393,0.0001456809,0.00004808827,0.0001712361,0.004026265,0.9855188,0.005695653],"study_design_scores_gemma":[0.0001561768,0.00008014819,0.00105439,0.0003099378,0.00005586794,0.003403217,0.0007124906,0.0003945536,0.0002206034,0.01772314,0.9757921,0.00009753118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003749283,0.00136548,0.00007967048,0.9555866,0.03647723,0.00001575388,0.00002578271,0.00002686489,0.006047699],"genre_scores_gemma":[0.002506447,0.0005645233,0.0000958085,0.9596407,0.02075438,0.00002641386,0.00001595399,0.000018125,0.01637766],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1034414,"threshold_uncertainty_score":0.05934584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006946656548370038,"score_gpt":0.2196011272755294,"score_spread":0.2126544707271594,"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."}}