{"id":"W2320466012","doi":"10.1097/ijg.0000000000000122","title":"Noninvasive Ocular Drug Delivery","year":2014,"lang":"en","type":"review","venue":"Journal of Glaucoma","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Drug delivery; Glaucoma; Gene delivery; Delivery system; Drug; Cornea; Intensive care medicine; Ophthalmology; Pharmacology; Nanotechnology; Genetic enhancement","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":[0.0004046464,0.000869362,0.001020355,0.002089111,0.0004445547,0.001250676,0.0007138345,0.001191434,0.005209574],"category_scores_gemma":[0.0004244901,0.0002557951,0.0005113432,0.00116994,0.000766719,0.001260479,0.001082703,0.001478758,0.003732876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006551488,"about_ca_system_score_gemma":0.0007559374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009805748,"about_ca_topic_score_gemma":0.001158567,"domain_scores_codex":[0.9996186,0.00004747501,0.00002482483,0.00007946263,0.0001873822,0.00004225488],"domain_scores_gemma":[0.9998417,0.00005479432,0.00002970871,0.0000127468,0.00004417024,0.00001679195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005763822,0.000125064,0.0002916883,0.01026148,0.00007838073,0.0007977941,0.0001600476,0.0003150319,0.05134203,0.01199975,0.03834276,0.8862284],"study_design_scores_gemma":[0.00001385791,0.0001508436,0.0006874939,0.001082543,0.00005305678,0.003828198,0.00007970146,0.000252676,0.01764027,0.001928024,0.9742532,0.0000300716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00144012,0.9782995,0.003708352,0.0004871098,0.0005732876,0.00005251231,0.00008381542,0.00008116359,0.01527418],"genre_scores_gemma":[0.01473805,0.9673657,0.003244603,0.0006025808,0.000412515,0.00007633161,0.0001165939,0.00001701461,0.01342655],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005209574,"threshold_uncertainty_score":0.01742774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927101161799291,"score_gpt":0.2953514270673492,"score_spread":0.2760804154493562,"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."}}