{"id":"W4408921388","doi":"10.1002/smll.202410060","title":"Liposome‐Based Interventions in Knee Osteoarthritis","year":2025,"lang":"en","type":"review","venue":"Small","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Research Council; Azrieli Foundation; Israel Science Foundation; McCutchen Foundation","keywords":"Osteoarthritis; Medicine; Adverse effect; Population; Liposome; Knee Joint; Articular cartilage; Viscosupplementation; Dosage form; Intensive care medicine; Physical therapy; Pharmacology; Intra articular; Surgery; Pathology; Alternative medicine; Nanotechnology; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004161833,0.000610863,0.001021713,0.001600385,0.0001579579,0.0006369323,0.0005004859,0.0009196063,0.003644368],"category_scores_gemma":[0.0005389731,0.0002000604,0.0006584307,0.00089582,0.0002554405,0.0006165809,0.0004866785,0.001128578,0.0009058158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003582377,"about_ca_system_score_gemma":0.0005105403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007270582,"about_ca_topic_score_gemma":0.001354874,"domain_scores_codex":[0.9998562,0.00002976705,0.00002127444,0.00002288223,0.0000534376,0.00001645624],"domain_scores_gemma":[0.9998655,0.00007562063,0.00002216119,0.000003592157,0.00002433745,0.000008696542],"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":[0.0001481883,0.0001333444,0.00009866312,0.04870423,0.0001896147,0.0001539064,0.00006793425,0.0004131419,0.005417922,0.003932741,0.01376037,0.92698],"study_design_scores_gemma":[0.00007330956,0.0005056882,0.001130832,0.01222332,0.0004092807,0.001116174,0.00008305089,0.0002174609,0.002640965,0.001979912,0.979591,0.00002904809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002129111,0.9989868,0.00007507867,0.00007423944,0.00008781763,0.000007383504,0.00001302882,0.000005359874,0.0005374188],"genre_scores_gemma":[0.001365472,0.9979772,0.0001232868,0.00009626041,0.0000433691,0.000009749048,0.0000188755,0.000001075771,0.0003647641],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003644368,"threshold_uncertainty_score":0.01219165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06453237035805622,"score_gpt":0.341809339215122,"score_spread":0.2772769688570658,"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."}}