{"id":"W2072443923","doi":"10.1016/j.jcrs.2006.02.064","title":"Simultaneous bilateral cataract surgery: Financial differences among nations and jurisdictions","year":2006,"lang":"en","type":"article","venue":"Journal of Cataract & Refractive Surgery","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Medicine; Cataract surgery; Reimbursement; Incentive; Optometry; Surgery; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003986194,0.0002293187,0.0007070093,0.0008978219,0.0003322716,0.0000736931,0.00004011513,0.0001443611,0.00008464674],"category_scores_gemma":[0.000918662,0.0001733659,0.0004398531,0.0003726014,0.000140785,0.0006566299,0.00001712539,0.0004558584,0.00001311346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630026,"about_ca_system_score_gemma":0.0005459248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007740075,"about_ca_topic_score_gemma":0.0002221858,"domain_scores_codex":[0.9983128,0.0001019296,0.0007182213,0.0002042574,0.0003844213,0.0002783769],"domain_scores_gemma":[0.9961075,0.002331832,0.0007009809,0.0001716528,0.000489385,0.0001987111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002330064,0.0008765312,0.9893751,0.0000273991,0.0002545836,0.001152044,0.0001014003,0.00002048184,0.0002833373,0.00002290669,0.001569986,0.006083267],"study_design_scores_gemma":[0.0003694929,0.0001441008,0.98565,0.0001918574,0.0003481703,0.001710448,0.00003243786,0.00004306673,0.0006834664,0.0001968392,0.01046465,0.0001654744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972283,0.0006197551,0.0001152887,0.0004755787,0.0006666523,0.0001379139,0.00005021289,0.00002391026,0.0006823502],"genre_scores_gemma":[0.9979292,0.0006633246,0.00008394353,0.00006890525,0.0006309365,0.000004847818,0.00007945399,0.00002235183,0.0005170989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00889466,"threshold_uncertainty_score":0.7069657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00973886644141953,"score_gpt":0.2469366425797811,"score_spread":0.2371977761383616,"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."}}