{"id":"W7055729187","doi":"","title":"Development of Mucoadhesive Thermogels for Treating Anterior Ocular Conditions","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Fornix; Mucoadhesion; Polyethylene glycol; Chitosan; Monomer; Pullulan; Polymer; Bioadhesive","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":[0.0001925258,0.0003616802,0.0002372328,0.0002477726,0.00009504768,0.0002033554,0.0001883756,0.0003894717,0.0006489002],"category_scores_gemma":[0.0001463418,0.0001751741,0.0003462851,0.000122024,0.000129263,0.0003504556,0.0002066799,0.0005379344,0.0001659639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002975732,"about_ca_system_score_gemma":0.0003069583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006411725,"about_ca_topic_score_gemma":0.001098485,"domain_scores_codex":[0.9999288,0.000007621851,0.000008158592,0.00001838662,0.00002146581,0.00001558172],"domain_scores_gemma":[0.9999357,0.000008153616,0.0000217934,0.000002911176,0.00001585696,0.00001548036],"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":[0.00003026958,0.00001938223,0.00002952789,0.0001765404,0.00000792384,0.00004549318,0.00001634857,0.0001689743,0.9955122,0.0001116332,0.00004727795,0.003834445],"study_design_scores_gemma":[0.00001747601,0.0006673532,0.0006727547,0.00003575085,0.00002942128,0.0002276606,0.00001811087,0.0008082936,0.9921194,0.00004662304,0.005343901,0.00001317069],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377766,0.02568499,0.03062625,0.0003163206,0.0002362828,0.0005080631,0.0004790262,0.0002506197,0.004121719],"genre_scores_gemma":[0.9462274,0.01400576,0.03453133,0.0003380004,0.00003678684,0.000373537,0.0003374796,0.00005017464,0.004099546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006489002,"threshold_uncertainty_score":0.002170742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580539551012161,"score_gpt":0.2522308579267887,"score_spread":0.2364254624166671,"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."}}