{"id":"W4412143977","doi":"10.1111/1751-7915.70193","title":"Phage‐Antibiotic Combinations for <i>Pseudomonas</i> : Successes in the Clinic and In Vitro Tenuously Connected","year":2025,"lang":"en","type":"review","venue":"Microbial Biotechnology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Antibiotics; Microbiology; Biology; Bacteria; Phage therapy; Pseudomonas aeruginosa; Bacteriophage; Escherichia coli; Genetics; Gene","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003034025,0.000349969,0.0009568766,0.0003739322,0.0001480674,0.000065442,0.0007091473,0.000838564,0.000134754],"category_scores_gemma":[0.000198627,0.0002727009,0.0001984048,0.001042051,0.0004559042,0.00008954,0.0003635817,0.0007906565,0.0001014183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836589,"about_ca_system_score_gemma":0.00006508511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007097466,"about_ca_topic_score_gemma":0.002406406,"domain_scores_codex":[0.9980572,0.0001809983,0.0006699323,0.0006224808,0.00004636987,0.000423012],"domain_scores_gemma":[0.9986658,0.0006567892,0.0002345516,0.0004110679,0.000008903951,0.00002291861],"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":[0.0000550765,0.0009157813,0.000007935682,0.003893128,0.0000681454,0.00004719608,0.0001238639,6.216635e-7,0.1866656,0.0001812479,0.007504315,0.800537],"study_design_scores_gemma":[0.0007026565,0.00006737591,0.00003915069,0.001790524,0.0001639906,0.0001411888,0.00004967479,0.000001813198,0.00365402,0.00006252735,0.9930142,0.0003129236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006581973,0.9794309,0.0001080619,0.005241454,0.0008681897,0.005705685,0.0009909909,0.0001737288,0.0008989926],"genre_scores_gemma":[0.006841527,0.9911796,0.0004610999,0.0004018316,0.00002365349,0.0001470507,0.0002675118,0.00002997805,0.0006477578],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9855098,"threshold_uncertainty_score":0.9999725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165158670576284,"score_gpt":0.3002519572093758,"score_spread":0.2837360901517473,"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."}}