{"id":"W3135367423","doi":"10.1186/s12985-021-01520-4","title":"When MARCH family proteins meet viral infections","year":2021,"lang":"en","type":"review","venue":"Virology Journal","topic":"interferon and immune responses","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Biology; Ubiquitin; Viral infection; Virology; Viral protein; Computational biology; Genetics; Virus; Gene","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":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0007570003,0.0005942572,0.002205068,0.0006841823,0.0006248666,0.0000820954,0.0006640147,0.001622275,0.004515084],"category_scores_gemma":[0.0002787308,0.0004612817,0.001192213,0.0001818585,0.0004490536,0.0001153252,0.00033879,0.00323564,0.002299073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178721,"about_ca_system_score_gemma":0.001104256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003281109,"about_ca_topic_score_gemma":0.00001319926,"domain_scores_codex":[0.9941866,0.00336586,0.001094019,0.0004722068,0.00005996523,0.000821301],"domain_scores_gemma":[0.9982975,0.0003761076,0.0005927432,0.0005182512,0.0001541261,0.00006126348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001463883,0.0004822541,0.000007643845,0.0007655841,0.003401831,0.0003705209,0.0001781407,3.309908e-7,0.004028456,0.001066525,0.08304054,0.9065118],"study_design_scores_gemma":[0.0005976597,0.0008173788,0.00001756772,0.001988755,0.0007455504,0.02075125,0.00003578124,6.849339e-8,0.00008114269,0.000112564,0.9744624,0.0003898345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002277626,0.9927208,0.0002461186,0.0001993793,0.003835231,0.0004861113,0.00007250075,0.0000638549,0.002148218],"genre_scores_gemma":[0.00004513087,0.9872968,0.00008503077,0.0002797216,0.0002946701,0.0001173961,0.0001562505,0.00007488486,0.01165012],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.906122,"threshold_uncertainty_score":0.9997839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03780389624768397,"score_gpt":0.3192927394525045,"score_spread":0.2814888432048205,"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."}}