{"id":"W2322274257","doi":"10.1021/bm200266z","title":"Lipogels: Single-Lipid-Bilayer-Enclosed Hydrogel Spheres","year":2011,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bilayer; Lipid bilayer; Lipid bilayer phase behavior; Model lipid bilayer; Liposome; Chemistry; Self-healing hydrogels; Lipid bilayer fusion; Membrane; POPC; Chemical engineering; Biophysics; Materials science; Nanotechnology; Polymer chemistry; Biochemistry","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":[0.0001795131,0.0003257568,0.0001763626,0.0001772226,0.00009072588,0.0001941513,0.0001673024,0.0002130206,0.0006616946],"category_scores_gemma":[0.0001785952,0.0001070134,0.0001786158,0.00008400404,0.0001939411,0.0003156213,0.0002426922,0.0002518179,0.0004676614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002859634,"about_ca_system_score_gemma":0.0001447606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002547559,"about_ca_topic_score_gemma":0.0004479807,"domain_scores_codex":[0.9999195,0.0000111232,0.000008591328,0.00002216262,0.000022655,0.00001592541],"domain_scores_gemma":[0.9998845,0.0000307157,0.0000334534,0.00001090893,0.00001548417,0.00002488852],"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":[0.00002301989,0.000006137985,0.00003815181,0.00004575245,0.000003174411,0.00004008046,0.00001222427,0.0002342962,0.9985731,0.0001061065,0.00003466085,0.0008834013],"study_design_scores_gemma":[0.0000108918,0.00003389368,0.0001872023,0.000003315806,0.000004357227,0.000046283,0.000004465037,0.0008072349,0.9972116,0.00003883336,0.001648584,0.000003294206],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714699,0.002559277,0.02211116,0.0002695633,0.00007409621,0.00008125406,0.0009078639,0.000583406,0.001943468],"genre_scores_gemma":[0.9813951,0.00103178,0.01439074,0.00006694006,0.0000232794,0.0000524714,0.0005856489,0.00008580049,0.002368209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006616946,"threshold_uncertainty_score":0.002213597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969322203471372,"score_gpt":0.2373649405852483,"score_spread":0.2076717185505346,"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."}}