{"id":"W6966667211","doi":"10.4224/crm.2025.lnp-2","title":"LNP-2: Lipid Nanoparticles","year":2025,"lang":"en","type":"other","venue":"NRC Digital Repository","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Nanoparticle; Homogeneous; Solid lipid nanoparticle; Dispersion (optics); Particle size; Lipid bilayer","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":[0.0007900805,0.0009677025,0.0003429125,0.00106003,0.0005631172,0.0007855719,0.001624767,0.0008565016,0.03368851],"category_scores_gemma":[0.0007244481,0.0005088375,0.0003395608,0.0006415072,0.0003537514,0.0007085776,0.001085177,0.0008843198,0.03507917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007776031,"about_ca_system_score_gemma":0.0007163488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001756974,"about_ca_topic_score_gemma":0.002966831,"domain_scores_codex":[0.9991295,0.00007299504,0.00004543175,0.0002438011,0.0004256447,0.00008266508],"domain_scores_gemma":[0.99977,0.00002552153,0.00002727839,0.00005801114,0.00008411939,0.0000350069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005118187,0.0002103362,0.0002595951,0.000527749,0.00002343048,0.0002573417,0.0001107425,0.0006863878,0.8851118,0.004311241,0.05415955,0.05382993],"study_design_scores_gemma":[0.00005434197,0.0001062891,0.0003490742,0.000034696,0.00001607555,0.0002603851,0.00001146478,0.001207024,0.803425,0.0003535499,0.1941583,0.00002391524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2348462,0.007074945,0.2383678,0.002153919,0.001261523,0.004270137,0.08707085,0.04797558,0.376979],"genre_scores_gemma":[0.2430115,0.003815555,0.1430961,0.001152319,0.0001310609,0.002796044,0.09136597,0.006345728,0.5082856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03368851,"threshold_uncertainty_score":0.1126993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006046730818367235,"score_gpt":0.21827772529853,"score_spread":0.2122309944801627,"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."}}