{"id":"W4390974583","doi":"10.1111/aos.16529","title":"Synthetic solutions for re‐growing human corneas","year":2024,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cornea; Corneal transplantation; Transplantation; Regeneration (biology); Medicine; Ophthalmology; Surgery; Stem cell; Biology; Cell biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006394802,0.0006415161,0.0001820874,0.0006469594,0.0002022854,0.0004031305,0.0002700221,0.0006633811,0.00353114],"category_scores_gemma":[0.0005473687,0.0002067715,0.0003582226,0.000254666,0.0002526589,0.000546024,0.0004250977,0.0007418897,0.001341714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001969682,"about_ca_system_score_gemma":0.0002156663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001808125,"about_ca_topic_score_gemma":0.0003297743,"domain_scores_codex":[0.9996194,0.0000689677,0.00004122548,0.00005945456,0.0001682084,0.00004270365],"domain_scores_gemma":[0.9996976,0.00009121396,0.00008902013,0.00002432074,0.00005883984,0.00003901814],"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":[0.0000659592,0.00004278254,0.0001011974,0.0009255574,0.00001504826,0.0002141867,0.00008653635,0.0005225294,0.9812572,0.001556178,0.0005508465,0.01466185],"study_design_scores_gemma":[0.00003739642,0.0005834448,0.0005650174,0.0001854456,0.00003564324,0.000889564,0.00009733447,0.001256064,0.944738,0.0005619929,0.05102127,0.00002894093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.677985,0.1162956,0.1491802,0.00160805,0.002750045,0.001104952,0.001561843,0.0009805751,0.04853383],"genre_scores_gemma":[0.8863142,0.03173643,0.06488495,0.0009052308,0.0002102936,0.0005860522,0.0008360025,0.0001781831,0.01434873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00353114,"threshold_uncertainty_score":0.01181281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1083275552653127,"score_gpt":0.3481273429575618,"score_spread":0.2397997876922491,"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."}}