{"id":"W4398236442","doi":"10.1177/11206721241256687","title":"Topical 5-Fluorouracil 0.5% as primary treatment for Ocular Surface Squamous Neoplasia","year":2024,"lang":"en","type":"article","venue":"European Journal of Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Tolerability; Fluorouracil; Adverse effect; Regimen; Lesion; Clinical trial; Surgery; Internal medicine; Dermatology; Chemotherapy","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":[0.0004123258,0.0001990741,0.0004826233,0.0001005604,0.000066886,0.00002115868,0.0001087998,0.00008041332,0.000359868],"category_scores_gemma":[0.0001156351,0.0001396092,0.0003874795,0.00008714729,0.00008445274,0.00007640251,0.00002942155,0.0002349566,0.0002910437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002319411,"about_ca_system_score_gemma":0.000246081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002498736,"about_ca_topic_score_gemma":7.603135e-8,"domain_scores_codex":[0.998563,0.0003377661,0.0004508006,0.0002284281,0.0001541259,0.0002659108],"domain_scores_gemma":[0.9990973,0.0002817845,0.000119985,0.0001936291,0.0001104225,0.0001968177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.005133825,0.00250743,0.06617221,0.0003818123,0.003374568,0.8525318,0.001172722,0.0001009729,0.006649861,0.001177035,0.004237024,0.05656076],"study_design_scores_gemma":[0.01294257,0.05377093,0.1240294,0.0002733459,0.001991441,0.647401,0.000127117,0.00008155676,0.003381678,0.0006995604,0.1549408,0.0003606783],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584257,0.005320491,0.0002328361,0.002157208,0.001000144,0.0002841491,0.000006652771,0.00002608203,0.03254674],"genre_scores_gemma":[0.9876654,0.00006676369,0.004171426,0.0001514452,0.0004842808,0.000002498284,0.00001752677,0.00004579771,0.007394868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2051308,"threshold_uncertainty_score":0.5693099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03502745294321939,"score_gpt":0.3272875806372308,"score_spread":0.2922601276940114,"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."}}