{"id":"W4383683649","doi":"10.58931/cect.2023.2225","title":"Management of recurrent corneal erosions: A stepwise approach","year":2023,"lang":"en","type":"article","venue":"Canadian Eye Care Today","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital","funders":"","keywords":"Medicine; Dermatology; Cornea; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006663075,0.001075532,0.001238448,0.002102526,0.0009090422,0.001114743,0.0009234683,0.001331593,0.002826561],"category_scores_gemma":[0.001640087,0.000209381,0.001004683,0.0005205708,0.0003903038,0.001442617,0.001408229,0.003323762,0.000927681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007110935,"about_ca_system_score_gemma":0.001943536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001586735,"about_ca_topic_score_gemma":0.004303718,"domain_scores_codex":[0.9995484,0.00009526365,0.00008692909,0.00004560276,0.0001603033,0.00006350359],"domain_scores_gemma":[0.9995344,0.0001117295,0.00007068102,0.00001376706,0.0001489155,0.0001205595],"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":[0.0002926378,0.0004615198,0.008486038,0.005455712,0.0003343996,0.03255433,0.0007051589,0.001822387,0.007959502,0.005018199,0.0529451,0.883965],"study_design_scores_gemma":[0.0004429918,0.001780785,0.03450418,0.02147338,0.0008840495,0.3264955,0.002629566,0.004726825,0.004115294,0.02315764,0.5795066,0.0002830986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.030065,0.8364521,0.0569621,0.03247494,0.003177143,0.001194287,0.000243096,0.0008956638,0.03853565],"genre_scores_gemma":[0.1441513,0.7318466,0.08584883,0.01435032,0.0092566,0.0007881557,0.0008066162,0.0001475681,0.01280408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002826561,"threshold_uncertainty_score":0.0094558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981708658936277,"score_gpt":0.2629119095938854,"score_spread":0.2430948230045227,"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."}}