{"id":"W2969421401","doi":"10.1097/ico.0000000000002117","title":"Poor Long-Term Outcomes of Keratopigmentation With Black Ink for the Treatment of Dysphotopsia Secondary to Laser Peripheral Iridotomies","year":2019,"lang":"en","type":"article","venue":"Cornea","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"","keywords":"Medicine; Depigmentation; Adverse effect; Surgery; Ophthalmology; Internal medicine; Dermatology","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":[0.00005367497,0.0001061228,0.0002904727,0.00003401549,0.00002437457,0.000006763232,0.00003812987,0.00003286306,0.0004921384],"category_scores_gemma":[0.000009973347,0.00005762094,0.0001023491,0.00005691423,0.00006098615,0.0000382125,0.000005449097,0.00002979411,0.00001401967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003808958,"about_ca_system_score_gemma":0.00007044094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002278321,"about_ca_topic_score_gemma":0.00003067662,"domain_scores_codex":[0.9994662,0.00001535886,0.0001765342,0.0001235057,0.0001046632,0.0001136931],"domain_scores_gemma":[0.9994606,0.0001275134,0.00007089232,0.0002162114,0.00008984905,0.00003494439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001856828,0.0003241642,0.9765785,0.0002444496,0.0004566466,0.00001211467,0.002776566,0.00006170675,0.007588436,0.00007327639,0.0003828547,0.00964447],"study_design_scores_gemma":[0.002565363,0.002276614,0.811986,0.00006991408,0.0001814672,0.000008107941,0.0004704695,0.00009364953,0.1802206,0.000004364969,0.002036674,0.00008684053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975718,0.0001359121,0.0001721021,0.0004215965,0.0001408269,0.001173195,0.00002757756,0.000009652936,0.0003472839],"genre_scores_gemma":[0.9949578,0.00002540614,0.0002258115,0.0005296778,0.00003838571,0.00006656262,0.0000346799,0.00001327546,0.00410838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1726321,"threshold_uncertainty_score":0.538857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907134907769853,"score_gpt":0.27964484088598,"score_spread":0.2605734918082814,"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."}}