{"id":"W4399274526","doi":"10.1016/j.jcjo.2024.05.012","title":"Evaluation of intravitreal injections as a risk factor for capsular rupture during cataract surgery","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cataract surgery; Risk factor; Retrospective cohort study; Cohort; Confounding; Pseudoexfoliation syndrome; Medical record; Ophthalmology; Surgery; Glaucoma; Internal medicine","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":[0.001317747,0.0001120232,0.0003735832,0.0006873842,0.00009710281,0.00001702102,0.00005335198,0.0001630673,0.001747162],"category_scores_gemma":[0.001611729,0.00009783509,0.0003138159,0.0002070861,0.00008546672,0.0001047886,0.000002725433,0.0003480862,0.000007131573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002572371,"about_ca_system_score_gemma":0.005168203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004142866,"about_ca_topic_score_gemma":0.0002968563,"domain_scores_codex":[0.9987507,0.0002052532,0.0004271536,0.0001281317,0.000232162,0.0002565954],"domain_scores_gemma":[0.9983073,0.0003157365,0.0001803755,0.0001291864,0.0007409507,0.0003264524],"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":[0.002380339,0.0006036399,0.5568925,0.003380727,0.01206149,0.2491717,0.02152854,0.001674489,0.03785327,0.001795234,0.007720363,0.1049377],"study_design_scores_gemma":[0.0009703546,0.001007763,0.4228542,0.0007244589,0.00224277,0.5506065,0.000639545,0.0003891127,0.01533615,0.0021213,0.002816935,0.0002909602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932414,0.003812459,0.00001935478,0.0003260853,0.001452609,0.0001932008,0.0001831704,0.000003725446,0.0007680374],"genre_scores_gemma":[0.9992239,0.00001761322,0.00007298257,0.00001450599,0.0004365724,0.000006504489,0.00001480158,0.00002003453,0.0001931165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3014348,"threshold_uncertainty_score":0.9991654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0459444209907211,"score_gpt":0.3248963416440042,"score_spread":0.2789519206532831,"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."}}