{"id":"W6983592507","doi":"","title":"Mussel-inspired mucoadhesive hydrogels for drug delivery","year":2015,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mucoadhesion; Drug delivery; Self-healing hydrogels; Drug; Buccal administration; Chitosan; Bioadhesive; Drug carrier","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001284201,0.0004029636,0.0001654294,0.000188572,0.0001336249,0.0002365816,0.0001548417,0.0003226115,0.000542521],"category_scores_gemma":[0.0001353664,0.0001154283,0.0002412795,0.0001450549,0.0001317457,0.0003168121,0.0001870066,0.0004015943,0.0001850076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002776688,"about_ca_system_score_gemma":0.0001665462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006455182,"about_ca_topic_score_gemma":0.001677206,"domain_scores_codex":[0.9999068,0.0000100129,0.00001053301,0.00002222628,0.00003260602,0.0000177796],"domain_scores_gemma":[0.9999273,0.00001445442,0.00002766911,0.000005234593,0.00001252357,0.00001289078],"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":[0.00001460074,0.00001033427,0.00009809069,0.0001087692,0.000006362824,0.0000379041,0.0000100886,0.0001481001,0.9965177,0.00007376054,0.00003367574,0.002940639],"study_design_scores_gemma":[0.000004278918,0.0001141915,0.0009932651,0.000007419632,0.00001398151,0.0001050286,0.000007493844,0.001129597,0.9949102,0.00002070894,0.002684427,0.000009380564],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381924,0.02143949,0.03462349,0.000275034,0.0001279836,0.0001457168,0.0004076717,0.0002828821,0.004505395],"genre_scores_gemma":[0.9736165,0.006024975,0.01697814,0.0001516436,0.0000200109,0.00006353291,0.0001850473,0.00002972127,0.002930397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006455182,"threshold_uncertainty_score":0.002014637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947000260749467,"score_gpt":0.2512855756769572,"score_spread":0.2318155730694625,"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."}}