{"id":"W4283821391","doi":"10.1097/ico.0000000000003094","title":"Delivery of Cells to the Cornea Using Synthetic Biomaterials","year":2022,"lang":"en","type":"review","venue":"Cornea","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Cornea; Self-healing hydrogels; Regenerative medicine; Stem cell; Corneal Diseases; Tissue engineering; Biomedical engineering; Materials science; Ophthalmology; Medicine; Cell biology; Biology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003903573,0.0004042397,0.001927293,0.0002041884,0.000136958,0.00002232223,0.0002754623,0.0001470667,0.0023494],"category_scores_gemma":[0.00008657391,0.0002530963,0.0006806605,0.0005564213,0.00007000096,0.00002395581,0.0002893354,0.0001292958,0.0003180607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352524,"about_ca_system_score_gemma":0.0004080877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001244411,"about_ca_topic_score_gemma":0.000002773581,"domain_scores_codex":[0.9978764,0.0002823664,0.0007518655,0.0004525657,0.0003149298,0.0003218506],"domain_scores_gemma":[0.9979847,0.0005073329,0.0004223496,0.0008803142,0.00004744839,0.0001578491],"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":[0.00008065598,0.0002412542,0.00001796273,0.007084804,0.0005145965,0.0002793863,0.00005916029,0.000002889281,0.000177558,0.00001047601,0.001119905,0.9904113],"study_design_scores_gemma":[0.000157902,0.0001640514,0.000009809569,0.005127685,0.00295922,0.0002681206,0.00001554748,0.00000588696,0.0003507853,0.00000369245,0.990725,0.0002122495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006650251,0.9892008,0.000007724776,0.00001439929,0.001563174,0.001620618,0.0003898172,0.00004381456,0.0005093469],"genre_scores_gemma":[0.002786582,0.9960012,0.00006805182,0.0001031017,0.0001797923,0.0001407286,0.0001593082,0.00008149481,0.0004797756],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9901991,"threshold_uncertainty_score":0.9999921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1763059981469317,"score_gpt":0.360613509215344,"score_spread":0.1843075110684123,"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."}}