{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006183871,0.0003837128,0.00303037,0.0003237089,0.0000472441,0.00003452647,0.000296831,0.000282465,0.0001444173],"category_scores_gemma":[0.0001205446,0.0002589308,0.002119625,0.0001905674,0.00003668002,0.00009720385,0.0000571667,0.001040448,0.0003122224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046177,"about_ca_system_score_gemma":0.0009676098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009502828,"about_ca_topic_score_gemma":0.000005222344,"domain_scores_codex":[0.9976267,0.000197976,0.001110025,0.0001878543,0.0005671672,0.0003102953],"domain_scores_gemma":[0.9973933,0.0001849924,0.001279984,0.0004456695,0.0003759975,0.0003201056],"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":[0.00004668832,0.0001576401,0.002026284,0.01533088,0.001859854,0.006503733,0.00006096098,1.358065e-8,0.000004622378,0.00005899641,0.005199207,0.9687511],"study_design_scores_gemma":[0.0006081059,0.0002996001,0.0001581613,0.02772392,0.004480046,0.003192149,0.00002242911,0.000001150651,0.00001242781,0.00001849451,0.9632645,0.0002189957],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007893372,0.9901181,0.00005209213,0.0001328128,0.0006234061,0.0002869084,0.000004676823,0.00001268978,0.0008759135],"genre_scores_gemma":[0.0001166765,0.996774,0.0005038923,0.0003041427,0.001209857,0.000002578951,0.00001193541,0.00007042597,0.001006503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9685321,"threshold_uncertainty_score":0.9999863,"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."}}