{"id":"W2434884289","doi":"10.2147/opth.s107726","title":"The impact of a preloaded intraocular lens delivery system on operating room efficiency in routine cataract surgery","year":2016,"lang":"en","type":"article","venue":"Clinical ophthalmology","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intraocular lens; Cataract surgery; Delivery system; Optometry; Ophthalmology; Surgery; Biomedical engineering","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":[0.002033411,0.0002798772,0.00021237,0.0007662891,0.0003378839,0.0008130074,0.0006540443,0.0002277078,0.001121548],"category_scores_gemma":[0.0151539,0.0001684191,0.0002993282,0.0005910472,0.0004370171,0.0003788183,0.0005541792,0.000281573,0.0001497341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003101131,"about_ca_system_score_gemma":0.003351948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02946917,"about_ca_topic_score_gemma":0.0357579,"domain_scores_codex":[0.9958357,0.001156868,0.0004263081,0.0003154158,0.001823775,0.0004419062],"domain_scores_gemma":[0.9804142,0.006606803,0.008250136,0.0006080581,0.003102741,0.001018001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001623678,0.0009280773,0.8489089,0.0005303292,0.0002407037,0.0002105653,0.0009452837,0.001849216,0.0112511,0.00006118683,0.0004575824,0.1329933],"study_design_scores_gemma":[0.00001705715,0.001863068,0.9941542,0.00003485206,0.00004448786,0.0001455699,0.0005760846,0.0005704225,0.002061108,0.00001272935,0.0005061204,0.00001430115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989519,0.0002590859,0.0003101393,0.00005225661,0.00000509831,0.00002409987,0.00005173057,0.0000152567,0.0003303144],"genre_scores_gemma":[0.99862,0.000152125,0.0009561755,0.00004161815,0.000007130565,0.00001828402,0.00006755872,0.000005647448,0.0001313062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02946917,"threshold_uncertainty_score":0.05859524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06832999366203818,"score_gpt":0.3724178989053468,"score_spread":0.3040879052433086,"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."}}