{"id":"W3182091707","doi":"","title":"New Ophthalmic Viscosurgical Device (OVD) with Enhanced Hydroxyl Radical Scavenging Activity","year":2021,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bausch Health (Canada)","funders":"","keywords":"Scavenging; Chemistry; Organic chemistry; Antioxidant","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","sts"],"consensus_categories":[],"category_scores_codex":[0.0009018762,0.0004219865,0.0008308148,0.00020397,0.0005047782,0.0001013865,0.0003582178,0.0002576803,0.0008739432],"category_scores_gemma":[0.0009810637,0.0003070781,0.0001626693,0.002671077,0.004501753,0.0004400313,0.0002913261,0.0008506274,0.0001217928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002588184,"about_ca_system_score_gemma":0.003192686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008651307,"about_ca_topic_score_gemma":0.00000231509,"domain_scores_codex":[0.995759,0.0003258883,0.0004225751,0.001319046,0.001088112,0.001085351],"domain_scores_gemma":[0.9968766,0.0004274021,0.0001800939,0.0004777719,0.0003777342,0.001660375],"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":[0.0002123205,0.0003238787,0.00803499,0.00003398786,0.00006704142,0.006342565,0.0003188251,0.00003306368,0.9804727,0.0002650661,0.00003433547,0.003861191],"study_design_scores_gemma":[0.001577895,0.001104591,0.04260549,0.0002978581,0.00006886273,0.009770044,0.0001879155,0.001129116,0.9418512,0.000557822,0.0004279579,0.0004212659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830056,0.0002216834,0.0002327564,0.002654381,0.0002170343,0.0003557235,0.000004081537,0.00008742502,0.01322133],"genre_scores_gemma":[0.9929162,0.00001049804,0.004840832,0.0005137316,0.0002080302,0.00002154761,0.00001155338,0.00003475735,0.001442798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03862155,"threshold_uncertainty_score":0.9999381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0409916126241846,"score_gpt":0.3491070924303731,"score_spread":0.3081154798061885,"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."}}