{"id":"W4294343954","doi":"10.3390/biomedicines10092137","title":"Lipid-Based Drug Delivery Systems for Diseases Managements","year":2022,"lang":"en","type":"review","venue":"Biomedicines","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Liposome; Drug delivery; Drug; Amphiphile; Lipid vesicle; Pharmacology; Nanotechnology; Lipid bilayer; Drug carrier; Chemistry; Vesicle; Medicine; Materials science; Biochemistry; Membrane","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004102859,0.0009233447,0.001094921,0.002875164,0.0003077149,0.0008341308,0.000677984,0.001030452,0.003802586],"category_scores_gemma":[0.0003960021,0.0002630978,0.000492973,0.001634101,0.0004487735,0.001256456,0.0008566582,0.001753959,0.002908234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005508804,"about_ca_system_score_gemma":0.000589016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005648685,"about_ca_topic_score_gemma":0.0007973075,"domain_scores_codex":[0.9997951,0.00002801515,0.00002142703,0.00003430416,0.00009803524,0.00002298855],"domain_scores_gemma":[0.9998957,0.00003831198,0.00002066714,0.000005145526,0.00002904763,0.00001108864],"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":[0.00006076181,0.0001379599,0.00009424112,0.01551157,0.00007790705,0.0003280687,0.00007717431,0.0006533338,0.01682859,0.0138523,0.02863955,0.9237385],"study_design_scores_gemma":[0.00000932327,0.00007769751,0.0001919236,0.001287413,0.00003976109,0.001004958,0.00001816613,0.0001342754,0.002515222,0.00155947,0.993145,0.00001698215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002415878,0.9962374,0.0007271316,0.0001795671,0.0002907759,0.00001889321,0.00003368416,0.00002480284,0.002246115],"genre_scores_gemma":[0.002159154,0.9940645,0.001035786,0.0002321634,0.0001690496,0.00002868371,0.00007480641,0.000005329301,0.002230552],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003802586,"threshold_uncertainty_score":0.01272094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04555845251169263,"score_gpt":0.3046343564725769,"score_spread":0.2590759039608843,"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."}}