{"id":"W4410879169","doi":"10.1016/j.mib.2025.102613","title":"A solution to the postantibiotic era: phages as precision medicine","year":2025,"lang":"en","type":"review","venue":"Current Opinion in Microbiology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; Canada Research Chairs","keywords":"Biology; Precision medicine; Microbiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009743923,0.0007549307,0.0009659781,0.00160454,0.0003584823,0.001665129,0.0008198016,0.002069947,0.004471166],"category_scores_gemma":[0.0009679408,0.0002000398,0.0004619406,0.001278862,0.001153468,0.003245044,0.001085189,0.003763638,0.002540803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000946057,"about_ca_system_score_gemma":0.001428668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006517327,"about_ca_topic_score_gemma":0.001086111,"domain_scores_codex":[0.9997095,0.00007200801,0.00002183405,0.00003806313,0.0001225118,0.00003603222],"domain_scores_gemma":[0.9993499,0.0003222754,0.00005472977,0.00002595523,0.0001728293,0.00007436927],"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":[0.00009306941,0.00008296535,0.0001657652,0.01027791,0.00005632362,0.0002385648,0.0001783533,0.0003359664,0.003868047,0.03518746,0.07485572,0.87466],"study_design_scores_gemma":[0.000006004127,0.00004677364,0.0001924469,0.001512188,0.00001673075,0.0003520113,0.00006846803,0.00005844308,0.0003600641,0.00569208,0.9916847,0.00001009588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009961538,0.9955556,0.0002675751,0.001840518,0.0008770693,0.000002276983,0.000007923181,0.00001078977,0.001338751],"genre_scores_gemma":[0.001124274,0.9953941,0.0002888539,0.0011385,0.0008086277,0.000004826195,0.00001807027,0.000004040105,0.001218654],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004471166,"threshold_uncertainty_score":0.01495749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05081298989052276,"score_gpt":0.3954293513345097,"score_spread":0.3446163614439869,"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."}}