{"id":"W4391982985","doi":"10.1055/a-2272-6077","title":"Corneal Neurotization: Essentials for The Facial Paralysis Surgeon","year":2024,"lang":"en","type":"article","venue":"Facial Plastic Surgery","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Facial paralysis; Paralysis; 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":[0.000361845,0.0001945714,0.000416283,0.0001499037,0.0001947267,0.0001288165,0.00006776961,0.0001102225,0.0005111759],"category_scores_gemma":[0.001454482,0.0001374469,0.0004891021,0.00041023,0.00006397547,0.0001039424,0.0000251241,0.0001575544,0.0002552292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002936839,"about_ca_system_score_gemma":0.0003012774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005872104,"about_ca_topic_score_gemma":0.00003758748,"domain_scores_codex":[0.9985581,0.00004898724,0.000375791,0.0003291684,0.0003374258,0.0003505023],"domain_scores_gemma":[0.9938758,0.005634377,0.00005386887,0.0002280004,0.00009994701,0.0001080006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002951252,0.0005111725,0.6501869,0.001670193,0.003396599,0.001819301,0.0009564338,0.002063646,0.01224347,0.003458438,0.1124811,0.2082615],"study_design_scores_gemma":[0.001022146,0.0002031616,0.2141431,0.0004532125,0.002661769,0.00006572147,0.0002944475,0.02962011,0.004381252,0.0002347266,0.7461244,0.000795953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942671,0.001490085,0.03831122,0.00188157,0.01400424,0.0007690754,0.0002098944,0.0003512361,0.0003116968],"genre_scores_gemma":[0.9973109,0.0001233553,0.00002024851,0.0002537529,0.001188039,0.00007291565,0.0001659053,0.00003720952,0.0008276157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6336433,"threshold_uncertainty_score":0.5604922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02843741510062198,"score_gpt":0.2715617866349979,"score_spread":0.2431243715343759,"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."}}