{"id":"W2019197162","doi":"10.1038/nrmicro2315","title":"Bacteriophage resistance mechanisms","year":2010,"lang":"en","type":"review","venue":"Nature Reviews Microbiology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":2424,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Biology; Bacteriophage; Adaptation (eye); Bacterial virus; Bacteria; Microbiology; Resistance (ecology); Computational biology; Genetics; Ecology; Gene; Escherichia coli","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":[0.0007735663,0.001486503,0.00196919,0.001648803,0.0003481868,0.00149922,0.00117501,0.001536553,0.00240521],"category_scores_gemma":[0.0006684354,0.0004376804,0.000495732,0.00148114,0.0009846602,0.001314341,0.0009523777,0.002419759,0.002263966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008411418,"about_ca_system_score_gemma":0.001162403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008371386,"about_ca_topic_score_gemma":0.0009855101,"domain_scores_codex":[0.9996829,0.00004434107,0.00002965361,0.00006983903,0.0001273332,0.00004595114],"domain_scores_gemma":[0.9997379,0.00009996176,0.00004030505,0.00001619881,0.00007623256,0.00002935579],"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":[0.0001037459,0.00008259395,0.0002576628,0.008109666,0.00006259398,0.0002460547,0.00006685881,0.0004804025,0.0163774,0.007555772,0.0339703,0.9326869],"study_design_scores_gemma":[0.00001870633,0.00005914666,0.0006410569,0.001161804,0.00007389751,0.000999922,0.00003327352,0.0001529508,0.002457956,0.003191767,0.9911866,0.00002301782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002486996,0.9963534,0.0006226121,0.0002393471,0.0005518105,0.000008774963,0.00002043907,0.00001500045,0.001940026],"genre_scores_gemma":[0.001617144,0.9948127,0.0005622474,0.0003086113,0.0004227951,0.00001580053,0.00006400814,0.000003213825,0.002193583],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00240521,"threshold_uncertainty_score":0.00804621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142043150356949,"score_gpt":0.3059163270922133,"score_spread":0.2917120120565184,"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."}}