{"id":"W4414081112","doi":"10.1097/j.jcrs.0000000000001783","title":"Comparison of pain perception in immediate vs delayed sequential bilateral cataract surgery","year":2025,"lang":"en","type":"article","venue":"Journal of Cataract & Refractive Surgery","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Cataract surgery; Postoperative pain; Pain perception; Phacoemulsification; Pain score","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005661381,0.0003196546,0.001943951,0.001764806,0.00007972024,0.00003202798,0.0001169889,0.0002783943,0.0002382837],"category_scores_gemma":[0.002332473,0.0002699486,0.001012777,0.0007420031,0.0001491955,0.0007389729,0.00003217041,0.001079574,0.00001461164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003674455,"about_ca_system_score_gemma":0.001404652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004813078,"about_ca_topic_score_gemma":0.00003627272,"domain_scores_codex":[0.9954466,0.0009437191,0.002208901,0.0002791527,0.0006487114,0.000472918],"domain_scores_gemma":[0.9928221,0.004363535,0.001600687,0.0003203728,0.0007122838,0.0001810586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01095166,0.001436317,0.8964931,0.0003358128,0.0006504617,0.001160813,0.000905817,0.00005278124,0.04029561,0.000008857439,0.01152862,0.03618011],"study_design_scores_gemma":[0.0007574941,0.0003029057,0.9609634,0.0016488,0.0003585379,0.0002732444,0.001054524,0.0002462662,0.02453184,0.00006456826,0.009489845,0.0003085719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995059,0.0009698838,0.0004336791,0.001595678,0.001535298,0.0001852033,0.00001929589,0.0000144731,0.0001874812],"genre_scores_gemma":[0.9976548,0.000750764,0.00009391111,0.000747858,0.0004319434,0.00000547026,0.0001465748,0.00002826431,0.0001403999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06447027,"threshold_uncertainty_score":0.9999753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02955481757071204,"score_gpt":0.3431386775940924,"score_spread":0.3135838600233804,"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."}}