{"id":"W2091715131","doi":"10.1016/j.jcrs.2005.02.048","title":"Optimal timing of capsular tension ring implantation: Miyake-Apple video analysis","year":2005,"lang":"en","type":"article","venue":"Journal of Cataract & Refractive Surgery","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Crandall University; University of Toronto","funders":"","keywords":"Capsulorhexis; Medicine; Ophthalmology; Elongation; Surgery; Salt lake; Lens (geology); Intraocular lens; Anatomy; Materials science; Visual acuity; Optics; Biology; Phacoemulsification; Ultimate tensile strength","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007535883,0.0003680694,0.0002748105,0.0007750629,0.000272368,0.0005013016,0.0002274039,0.0003773099,0.002492612],"category_scores_gemma":[0.00248559,0.0002503516,0.0001711833,0.0002826613,0.0002451672,0.0005734772,0.0002410008,0.0002625593,0.0003503863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003322192,"about_ca_system_score_gemma":0.0004602274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001141809,"about_ca_topic_score_gemma":0.00371627,"domain_scores_codex":[0.9997529,0.00005780031,0.00003541246,0.00004924935,0.00007566722,0.00002887683],"domain_scores_gemma":[0.9992337,0.0002594396,0.0002330519,0.00006085771,0.0001653349,0.00004763402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005614125,0.0002330991,0.06358174,0.0005710625,0.00006784216,0.001627488,0.000325184,0.001513586,0.8180534,0.0002921735,0.0006671722,0.107453],"study_design_scores_gemma":[0.0003286392,0.007662023,0.4688514,0.0001929262,0.0003170258,0.01236032,0.0008800807,0.01557625,0.4879144,0.0003407885,0.005426709,0.0001494475],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716817,0.001345945,0.02385694,0.0001025295,0.0000689696,0.000224487,0.0001346477,0.000132733,0.002452051],"genre_scores_gemma":[0.962106,0.0006317667,0.03603754,0.00003696797,0.00002224292,0.0001081157,0.0001203485,0.0000407375,0.0008961515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002492612,"threshold_uncertainty_score":0.008338571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02404395169867848,"score_gpt":0.295089043819585,"score_spread":0.2710450921209066,"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."}}