{"id":"W4231720451","doi":"10.1503/cmaj.110549","title":"Cataract surgery: Figure 1:","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Humber River Regional Hospital; McMaster University; University of Toronto","funders":"","keywords":"Phacoemulsification; Cataract surgery; Optometry; Ophthalmology; Medicine; Cataract extraction; Surgery; Computer science; Visual acuity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00175542,0.00009235577,0.0002497781,0.0002021207,0.0001829479,0.00002455562,0.00007424132,0.0003411896,0.0343144],"category_scores_gemma":[0.002847971,0.0000787744,0.0001904123,0.0001720574,0.00002703206,0.00009911974,0.000003941786,0.0008477122,0.0007263357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004262212,"about_ca_system_score_gemma":0.004073483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003418432,"about_ca_topic_score_gemma":0.004826193,"domain_scores_codex":[0.9981655,0.0001185501,0.0003272043,0.0001029092,0.0008440624,0.0004417443],"domain_scores_gemma":[0.9974377,0.000166859,0.0001328855,0.00009380686,0.0003124267,0.001856348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002627701,0.00005218151,0.4293533,0.0000106537,0.000183631,0.005488946,0.0004935089,4.038374e-8,0.000008128362,0.0002560434,0.5250134,0.03911385],"study_design_scores_gemma":[0.0002616827,0.00003332577,0.2456789,0.0000948442,0.00004597221,0.001835514,0.0001650164,0.0000122527,0.0001295356,0.00008887347,0.751539,0.0001150487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8856247,0.0005200441,0.00005741916,0.03888734,0.00272171,0.0001277013,0.00001771981,0.00004959737,0.07199374],"genre_scores_gemma":[0.9730653,0.0001447143,0.00008793492,0.02261718,0.001791169,0.000002419223,0.00001910527,0.0000155035,0.002256672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2265255,"threshold_uncertainty_score":0.9665684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990230631759639,"score_gpt":0.2258011358631504,"score_spread":0.205898829545554,"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."}}