{"id":"W3126022571","doi":"10.20944/preprints201912.0040.v1","title":"Herpesviruses and the Unfolded Protein Response","year":2019,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Beatrice Hunter Cancer Research Institute; Dalhousie University","funders":"","keywords":"Unfolded protein response; Biology; Cell biology; Protein folding; Reprogramming; Viral replication; Immune system; Viral protein; Virology; Cell; Genetics; Virus; Endoplasmic reticulum","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004187712,0.0005173305,0.001084416,0.000294278,0.0001934845,0.0000862989,0.0006464256,0.0005926002,0.001972318],"category_scores_gemma":[0.001830148,0.0003522164,0.000388894,0.0002311546,0.0007225531,0.00007765451,0.003576283,0.00249437,0.003903764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209099,"about_ca_system_score_gemma":0.0009644211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001095166,"about_ca_topic_score_gemma":0.00004059312,"domain_scores_codex":[0.9956779,0.0008884064,0.0006778683,0.001236745,0.0008965188,0.0006225596],"domain_scores_gemma":[0.9958986,0.0005693298,0.0002791179,0.002655851,0.0002835962,0.0003134873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.132054,0.001004961,0.7105412,0.004099691,0.002422865,0.0004570418,0.006960536,0.0001163639,0.1260318,0.004019036,0.001519586,0.01077284],"study_design_scores_gemma":[0.01230224,0.0001767001,0.6930472,0.001722175,0.0004079278,0.0001197141,0.0003342104,0.0006158028,0.06683429,0.004905463,0.2185627,0.0009715904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733486,0.001281017,0.00001556762,0.007979942,0.0002333951,0.005021226,0.00003767337,0.0001803321,0.01190223],"genre_scores_gemma":[0.9752723,0.0005861143,0.00009581544,0.0007791797,0.0002629129,0.0007123442,0.00001780128,0.00009821873,0.0221753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2170431,"threshold_uncertainty_score":0.999893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1350772969689869,"score_gpt":0.3868762984544057,"score_spread":0.2517990014854188,"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."}}