{"id":"W4308527370","doi":"10.1371/journal.pbio.3001874","title":"Virus-derived gene transfer agents benefit host cells by providing templates for DNA repair","year":2022,"lang":"en","type":"letter","venue":"PLoS Biology","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; DNA; Gene transfer; Horizontal gene transfer; Gene; DNA repair; Template; Virus; Computational biology; Genetics; Cell biology; Genome; Nanotechnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003188755,0.0006778748,0.0006454582,0.0003037786,0.001576377,0.002542948,0.0009099966,0.0193004,0.005082101],"category_scores_gemma":[0.009754243,0.0003783274,0.0007443098,0.0002197639,0.003427234,0.001807419,0.001125296,0.02130984,0.005865079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197062,"about_ca_system_score_gemma":0.0009727589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007720201,"about_ca_topic_score_gemma":0.001456102,"domain_scores_codex":[0.9983814,0.0004761897,0.000125445,0.0002127929,0.0006264478,0.0001776954],"domain_scores_gemma":[0.9930812,0.004991735,0.0003250968,0.0003244922,0.0008354804,0.0004421401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002741722,0.00008301599,0.0004621551,0.0001912939,0.00003211412,0.002059196,0.0001503112,0.0001882432,0.006182922,0.02431464,0.9266529,0.03940896],"study_design_scores_gemma":[0.0001621553,0.0001592798,0.0005254943,0.0000703626,0.00001788159,0.001500905,0.0001529036,0.0004895026,0.006199487,0.02067916,0.9699972,0.00004561154],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001515795,0.008246888,0.001555862,0.9275752,0.05355057,0.00003441707,0.00009467596,0.0001506532,0.007276004],"genre_scores_gemma":[0.0278681,0.009200754,0.002009304,0.8722281,0.04332342,0.00012394,0.0001003199,0.0001050586,0.04504113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0193004,"threshold_uncertainty_score":0.01700133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01671126890549294,"score_gpt":0.2772978580606379,"score_spread":0.260586589155145,"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."}}