{"id":"W844385766","doi":"","title":"Safety evaluation of ocular drug delivery formulation: an in vivo approach","year":2014,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"In vivo; Pharmacology; Drug; Drug delivery; Medicine; Chemistry; Biology; Biotechnology","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":[0.006393848,0.0001517255,0.0003336881,0.0003032815,0.0001640186,0.00001182835,0.0001819485,0.0000971599,0.0001777054],"category_scores_gemma":[0.001194082,0.0001326947,0.00005696469,0.0009433994,0.001796701,0.0004957058,0.0000562455,0.0001868123,0.000007590945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001574024,"about_ca_system_score_gemma":0.0006533848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000160128,"about_ca_topic_score_gemma":0.000004741412,"domain_scores_codex":[0.9973696,0.0005464504,0.0003973995,0.0004805574,0.0008496564,0.0003563749],"domain_scores_gemma":[0.9985299,0.0001506504,0.0001690576,0.0002820377,0.0006613396,0.0002070359],"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":[0.000141382,0.000397221,0.1470792,0.0000430375,0.00001794782,0.00002551996,0.002487655,0.00103797,0.8447453,0.002244505,0.000009203332,0.001771014],"study_design_scores_gemma":[0.0009147501,0.0005156389,0.3583531,0.00008315084,0.00006112237,0.0001967245,0.0004251389,0.09858688,0.5349319,0.005719762,0.00002911651,0.0001826823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910265,0.00004699408,0.00003757827,0.0001053946,0.0001121857,0.0004225503,0.000002045739,0.00001575992,0.008231016],"genre_scores_gemma":[0.9968139,0.000001221612,0.002880921,0.0001689424,0.00005851895,0.00002490539,0.00001368846,0.000008754333,0.00002918195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3098134,"threshold_uncertainty_score":0.6620019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05749525303349122,"score_gpt":0.3518149542356807,"score_spread":0.2943197012021895,"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."}}