{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001534112,0.0005654673,0.0005570533,0.001256262,0.0001345708,0.000546571,0.0002496725,0.000381898,0.001741804],"category_scores_gemma":[0.0001264109,0.0001265864,0.0002729695,0.0009177388,0.0001458898,0.0004030316,0.0002653062,0.0004802597,0.0009132379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930257,"about_ca_system_score_gemma":0.000296948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003564488,"about_ca_topic_score_gemma":0.0005413002,"domain_scores_codex":[0.9999281,0.000006881536,0.000007299325,0.00001563245,0.00003386449,0.000008288267],"domain_scores_gemma":[0.9999616,0.0000144981,0.000008746887,0.000001608206,0.0000101396,0.000003449391],"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":[0.00005913243,0.0001206976,0.000209084,0.02957821,0.00009307904,0.00039925,0.00009742821,0.0006311253,0.1066592,0.00434977,0.00716259,0.8506404],"study_design_scores_gemma":[0.00002019608,0.0003279443,0.001538074,0.00405457,0.0001634349,0.002023982,0.0001214889,0.000335321,0.04815985,0.00127489,0.9419486,0.00003174727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002087603,0.9937075,0.0006978331,0.00008848547,0.0001735069,0.00001470575,0.00003621279,0.00001644156,0.003177784],"genre_scores_gemma":[0.007538617,0.9892151,0.0007037976,0.00008202389,0.00007150212,0.00001618824,0.00005788094,0.00000300828,0.002311915],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001741804,"threshold_uncertainty_score":0.00582689,"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."}}