{"id":"W2748650875","doi":"10.1039/c7nr03272b","title":"Rapid synthesis of lipid nanoparticles containing hydrophobic inorganic nanoparticles","year":2017,"lang":"en","type":"article","venue":"Nanoscale","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acuitas Therapeutics (Canada); Vancouver Biotech (Canada); University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Nanoparticle; Mixing (physics); Nanotechnology; Materials science; Chemical engineering; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009601787,0.0003081475,0.0005963103,0.000108266,0.0007324142,0.0002614352,0.001134382,0.0001444319,0.001158204],"category_scores_gemma":[0.001015069,0.0002863742,0.000159738,0.0001633358,0.0007022565,0.000735381,0.0004015181,0.0001296469,0.0009564182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008600347,"about_ca_system_score_gemma":0.0001610968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002213693,"about_ca_topic_score_gemma":0.00005904309,"domain_scores_codex":[0.9970819,0.0002245642,0.0007444295,0.0005990359,0.0005779433,0.0007721671],"domain_scores_gemma":[0.9969674,0.0004470877,0.0006070426,0.001535857,0.0001825039,0.0002600595],"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":[0.0002001828,0.0002438052,0.007064679,0.00004698332,0.00001704491,0.00002333054,0.0002595836,0.00001897213,0.9873024,0.0002714964,0.0003346838,0.004216861],"study_design_scores_gemma":[0.0008209478,0.0002548629,0.006428758,0.0001252733,0.00007087705,0.00001287556,0.0001782899,0.0002468689,0.9905351,0.0001883426,0.000800106,0.0003376968],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967208,0.0004350411,0.000009821279,0.0005421615,0.0007228563,0.0002790748,0.00004518666,0.0001751567,0.001069888],"genre_scores_gemma":[0.9986757,0.00004822994,0.0007129158,0.0001166604,0.000170783,0.0000618335,0.000001258464,0.00005441862,0.0001581965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003879164,"threshold_uncertainty_score":0.9999588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01860239134534305,"score_gpt":0.2410927085872618,"score_spread":0.2224903172419187,"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."}}