{"id":"W2038701858","doi":"10.1002/bit.21164","title":"Alginate microparticles as novel carrier for oral insulin delivery","year":2006,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Particle size; Insulin; Chemistry; Chromatography; Chemical engineering; Controlled release; Downstream processing; Materials science; Nanotechnology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002195107,0.0002267756,0.0002455815,0.000173572,0.0001852323,0.00001341982,0.0001622914,0.0006746859,0.00002239544],"category_scores_gemma":[0.00003785142,0.00022508,0.0000581923,0.0001869375,0.0002503652,0.00009324885,0.00008648897,0.0003810028,0.00002617217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004481272,"about_ca_system_score_gemma":0.00002119739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005371223,"about_ca_topic_score_gemma":0.0000154967,"domain_scores_codex":[0.9988412,0.00002314257,0.00027303,0.0003392779,0.00005043898,0.0004728937],"domain_scores_gemma":[0.9995291,0.0001155994,0.00006812714,0.000156012,0.00005197679,0.00007921515],"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":[0.0001255133,0.00007473572,0.0008542229,0.00005607764,0.00008658366,0.00001790347,0.00003318533,0.002163475,0.9731753,0.01097011,0.0003554723,0.01208737],"study_design_scores_gemma":[0.001459101,0.0001224568,0.0003577832,0.00001386521,0.00006963927,0.0001132088,0.00007354719,0.01762039,0.7436451,0.0003674183,0.2358629,0.0002946445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723738,0.004221418,0.02053753,0.001155044,0.0006494184,0.0004150556,0.000124863,0.0004360032,0.00008689456],"genre_scores_gemma":[0.9949543,0.0001578001,0.004124303,0.0002246519,0.0001407798,0.00006599359,0.00001947068,0.00002926791,0.000283381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2355074,"threshold_uncertainty_score":0.9178496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04563318669585086,"score_gpt":0.3455259939165916,"score_spread":0.2998928072207407,"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."}}