{"id":"W2136794800","doi":"10.1002/bit.22969","title":"An active intracellular device to prevent lethal disease outcomes in virus‐infected bacterial cells","year":2010,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Lytic cycle; Intracellular; Disease; Bacteriophage; Systems biology; Escherichia coli; Model system; Virus; Bacteriophage MS2; Virology; Biology; Computational biology; Computer science; Cell biology; Medicine; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001048282,0.000193525,0.0001894371,0.0001692861,0.00003468047,0.00001617754,0.000184427,0.0004226547,0.00001027341],"category_scores_gemma":[0.00003364071,0.0001877075,0.00005109037,0.0001805014,0.0000659362,0.000006283715,0.000121158,0.0002195259,0.000003438051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001102096,"about_ca_system_score_gemma":0.00002560292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001573256,"about_ca_topic_score_gemma":0.0002888146,"domain_scores_codex":[0.9990691,0.00002538597,0.000165119,0.0004068002,0.0000562026,0.0002774158],"domain_scores_gemma":[0.9993854,0.00000646402,0.00003490903,0.0003964388,0.00002024371,0.0001565606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004795845,0.0001000221,0.002534269,0.000008381387,0.00005645048,0.00001079396,0.00001304084,0.0006268333,0.99449,0.00003744654,0.000007689038,0.002067083],"study_design_scores_gemma":[0.0001998587,0.0001138536,0.02093644,0.000005601045,0.0000320157,0.00000487402,0.00001248179,0.0008572647,0.9747139,0.000008314571,0.002884395,0.0002310147],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980519,0.0001099559,0.00101095,0.000305955,0.0002305993,0.000188599,0.00001838767,0.00008166351,0.000001968265],"genre_scores_gemma":[0.9983273,0.00004254396,0.001366123,0.00003495464,0.0001216453,0.00002331319,0.00004304516,0.00002672997,0.00001436662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01977615,"threshold_uncertainty_score":0.7654489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003547997275968781,"score_gpt":0.212657181649691,"score_spread":0.2091091843737222,"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."}}