{"id":"W4212824257","doi":"10.1097/icu.0000000000000578","title":"Corneal neurotization","year":2019,"lang":"en","type":"review","venue":"Current Opinion in Ophthalmology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Ophthalmology; Cornea; Corneal graft; Corneal epithelium; Surgery","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":[0.0001469012,0.0003613098,0.001706447,0.0003680496,0.00002000606,0.0000113866,0.0001687606,0.0004311037,0.0003558399],"category_scores_gemma":[0.00008506082,0.0003115427,0.0003915507,0.000368327,0.00003940131,0.00004291535,0.00009411039,0.0007880674,0.001097309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266865,"about_ca_system_score_gemma":0.0004517325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005546945,"about_ca_topic_score_gemma":6.376315e-8,"domain_scores_codex":[0.9980627,0.0002503997,0.0006385493,0.0005378256,0.0001741225,0.0003364081],"domain_scores_gemma":[0.9989401,0.0001256725,0.0002626018,0.0005269136,0.00005387092,0.00009083415],"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":[0.00002849652,0.0003418279,0.008037856,0.08123166,0.0000727588,0.0001049349,0.0000230013,0.000001920585,1.47924e-7,0.0007363958,0.0006107629,0.9088103],"study_design_scores_gemma":[0.0004687012,0.0002395193,0.0007177597,0.01689099,0.0001854593,0.001256426,0.000003438405,0.00001694363,6.799139e-8,0.00002014626,0.9799629,0.0002376391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009374289,0.9833556,0.00001502451,0.0000272968,0.01387087,0.001350119,0.00002064072,0.00003055623,0.001236101],"genre_scores_gemma":[0.0000646114,0.9979221,0.00001984311,0.000008676936,0.0005377771,0.00008809262,0.0009894641,0.00005950196,0.0003099777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9793521,"threshold_uncertainty_score":0.9999337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2141709323849987,"score_gpt":0.4503723086060493,"score_spread":0.2362013762210507,"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."}}