{"id":"W4390706997","doi":"10.1097/prs.0000000000011250","title":"Minimally Invasive Corneal Neurotization: 10-Year Update in Technique Including Novel Donor Transfer of the Great Auricular Nerve","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Surgery; Ophthalmology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003485986,0.0002597987,0.0006144147,0.0004577791,0.0000972607,0.00001354767,0.0001009167,0.0001363618,0.0003144431],"category_scores_gemma":[0.001378359,0.000197849,0.0002932005,0.001526868,0.0002330507,0.0001416936,0.00008664344,0.0002378296,0.00004257779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134911,"about_ca_system_score_gemma":0.0004066337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005933866,"about_ca_topic_score_gemma":0.00005989402,"domain_scores_codex":[0.9981889,0.0001290826,0.0006063925,0.0004251842,0.0002871922,0.0003632277],"domain_scores_gemma":[0.9962334,0.003072875,0.0001394735,0.0002778502,0.000165704,0.0001106861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006466871,0.000170316,0.9809384,0.0001801544,0.0001883897,0.0003927393,0.0001184645,0.00008459327,0.01422561,0.0001691945,0.0002308528,0.002654539],"study_design_scores_gemma":[0.001349333,0.0001053839,0.9312221,0.001014783,0.0002060037,0.0004920565,0.0001735594,0.0001895622,0.0645397,0.0002251586,0.00018926,0.00029305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975327,0.00002433734,0.0002262163,0.0001383801,0.0006310309,0.0006921585,0.0001239112,0.00007605118,0.0005552774],"genre_scores_gemma":[0.9993274,0.00004920296,0.0001726183,0.00003956862,0.0000619433,0.000135732,0.00007638455,0.00003424487,0.0001029161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05031409,"threshold_uncertainty_score":0.806805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03558074639637274,"score_gpt":0.2467708690998202,"score_spread":0.2111901227034475,"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."}}