{"id":"W4409832146","doi":"10.7759/cureus.83028","title":"Ex Vivo Microsuturing of the Human Anterior Lens Capsule Using 10-0 Sutures: A Technical Feasibility Report","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ex vivo; Capsule; Lens (geology); Lens capsule; Ophthalmology; In vivo; Anatomy; Surgery; Biomedical engineering; Optics; Intraocular lens","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007932482,0.0006551051,0.0001798569,0.0001909149,0.0002180287,0.0003024669,0.0003114096,0.0004753085,0.001226832],"category_scores_gemma":[0.0004834936,0.0002401808,0.0004358044,0.0001110167,0.0003207466,0.0003682432,0.0003541663,0.0003416061,0.000508133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007785708,"about_ca_system_score_gemma":0.0001382484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000183638,"about_ca_topic_score_gemma":0.0002128384,"domain_scores_codex":[0.9996969,0.00007886801,0.00004739038,0.00006608764,0.00007170025,0.00003904749],"domain_scores_gemma":[0.9995854,0.0001694214,0.0000609582,0.0001130727,0.00003163302,0.00003951542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006889202,0.00007644663,0.0003928017,0.00006168707,0.000007124009,0.0003126803,0.00005465411,0.00007159593,0.9960819,0.00003195458,0.00001899486,0.002821323],"study_design_scores_gemma":[0.00003143596,0.003933724,0.01423786,0.00002265984,0.0000707654,0.004712924,0.0001438609,0.001939222,0.9718263,0.0000911249,0.002968615,0.00002151143],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9211538,0.002876241,0.07249667,0.000102719,0.00009400817,0.0003349434,0.0001979613,0.000178571,0.002565052],"genre_scores_gemma":[0.9461074,0.001958499,0.0493838,0.00004453913,0.00004869747,0.0001610447,0.0004271518,0.00003927327,0.001829557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001226832,"threshold_uncertainty_score":0.004195154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03839256689535307,"score_gpt":0.3426857018175453,"score_spread":0.3042931349221922,"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."}}