{"id":"W4413001397","doi":"10.1016/j.addr.2025.115663","title":"Bioinspired approaches to encapsulate and deliver bacterial live biotherapeutic products","year":2025,"lang":"en","type":"review","venue":"Advanced Drug Delivery Reviews","topic":"Cancer Research and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Computational biology; Biochemical engineering; Engineering; Biology","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":[0.0004103941,0.0005948552,0.0006415677,0.001357736,0.000209128,0.0006730885,0.0004918822,0.0007564505,0.002098718],"category_scores_gemma":[0.0003218367,0.0002911349,0.0004674006,0.0007794352,0.0002985331,0.0007969945,0.0004981628,0.001352004,0.001081111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004873177,"about_ca_system_score_gemma":0.0005509985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005795678,"about_ca_topic_score_gemma":0.001171117,"domain_scores_codex":[0.9998226,0.00002451236,0.00001243245,0.00002824192,0.00008619953,0.00002619899],"domain_scores_gemma":[0.9999096,0.00003751091,0.00001811185,0.000003787192,0.00002151387,0.000009532448],"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":[0.00007537068,0.0001831287,0.0001672379,0.02210322,0.0000943593,0.0003369341,0.0001234608,0.0008518691,0.05933805,0.01385631,0.01337583,0.8894943],"study_design_scores_gemma":[0.00001557945,0.0002344985,0.0004997901,0.001629922,0.00007254412,0.0008726853,0.00005402633,0.000279565,0.01890886,0.001115242,0.9762942,0.00002311763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00154813,0.9929206,0.001587836,0.0003000056,0.00029623,0.00002483869,0.00003296675,0.00002843528,0.003260897],"genre_scores_gemma":[0.005642406,0.9901854,0.001430723,0.0002118082,0.00008217296,0.00003227569,0.00005028405,0.000005591263,0.002359414],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002098718,"threshold_uncertainty_score":0.007020891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1037662076809692,"score_gpt":0.3334248935278504,"score_spread":0.2296586858468812,"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."}}