{"id":"W4283274201","doi":"10.1016/j.jcjo.2022.05.011","title":"Comparison of surgical techniques for recurrent pterygium","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pterygium; Surgery; Mitomycin C; Complication; Retrospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002675008,0.000071653,0.0004176433,0.0002510687,0.00008852614,0.000002595167,0.00008706326,0.00004280088,0.001670987],"category_scores_gemma":[0.00004402065,0.00006451504,0.0001762988,0.0001097341,0.00006241381,0.00002013571,0.00001242098,0.0001972954,8.335107e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001699653,"about_ca_system_score_gemma":0.000704869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002886344,"about_ca_topic_score_gemma":0.00002097738,"domain_scores_codex":[0.9991734,0.00006889244,0.0003872772,0.00007980755,0.00009847589,0.0001921481],"domain_scores_gemma":[0.9991181,0.0001233355,0.0002310844,0.00009392438,0.0001262869,0.0003072109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001885841,0.0005046169,0.9294225,0.00007093586,0.0002657906,0.04129872,0.0003583271,0.00001307629,0.0001045003,0.0004850997,0.01153979,0.01405078],"study_design_scores_gemma":[0.002993423,0.02154751,0.05998858,0.0001170154,0.0003209597,0.6623312,0.000503724,0.00004735963,0.004886705,0.001144168,0.2458854,0.0002339486],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921941,0.001341996,0.00000958759,0.0007219982,0.0006902145,0.0001846275,0.00005643448,0.000002131701,0.00479898],"genre_scores_gemma":[0.9991933,0.000002343335,0.0003252196,0.00001420234,0.00009255733,0.00001462871,0.0000164272,0.000008782453,0.0003325706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8694339,"threshold_uncertainty_score":0.9992417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07366115316076934,"score_gpt":0.3731820564089587,"score_spread":0.2995209032481894,"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."}}