{"id":"W4406677682","doi":"10.2174/0122117385353188241218153916","title":"Polymeric Nano-discs: A Versatile Nanocarrier Platform for DeliveringTopical Theranostics","year":2025,"lang":"en","type":"article","venue":"Pharmaceutical Nanotechnology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algonquin College","funders":"","keywords":"Nanocarriers; Nanotechnology; Biocompatibility; Biocompatible material; Materials science; Computer science; Drug delivery; Biomedical engineering; Medicine","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":[0.0002382873,0.0003277311,0.0002450751,0.0004407419,0.0002337912,0.0005615033,0.0004662197,0.0006111536,0.0008284631],"category_scores_gemma":[0.0002148418,0.0001710611,0.0002327589,0.000192514,0.0002769737,0.0005548743,0.0004053989,0.0004457437,0.0005893821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000543422,"about_ca_system_score_gemma":0.0002467635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005847932,"about_ca_topic_score_gemma":0.0007244049,"domain_scores_codex":[0.9998079,0.0000264065,0.00001283724,0.00004350978,0.0000799051,0.00002942831],"domain_scores_gemma":[0.9999166,0.00001578735,0.00002237115,0.00001024228,0.00001810384,0.00001691267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000887646,0.00004123004,0.0000911782,0.0002102013,0.00001108492,0.000172819,0.00003649457,0.000516005,0.9652526,0.001539774,0.0008606763,0.03117925],"study_design_scores_gemma":[0.00002595562,0.0003034897,0.000487358,0.00002192808,0.0000240225,0.0004828422,0.00002165439,0.005423369,0.9587993,0.0003286423,0.03405815,0.00002328989],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6512745,0.07698414,0.2260848,0.002764654,0.001363787,0.0007984967,0.0009939688,0.003282123,0.03645363],"genre_scores_gemma":[0.8935394,0.01110642,0.07812808,0.0006109136,0.00009625743,0.0002201993,0.0003673278,0.0001228335,0.01580852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008284631,"threshold_uncertainty_score":0.003942788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02714410956011304,"score_gpt":0.3582982344460737,"score_spread":0.3311541248859607,"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."}}