{"id":"W1564344825","doi":"","title":"Immediately Sequential Bilateral Cataract Surgery-A Cost-effective Procedure","year":2013,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Medicine; Cataract surgery; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001053096,0.0003448962,0.0005861203,0.000386687,0.0004346259,0.00009295031,0.0002462473,0.0002061294,0.001006193],"category_scores_gemma":[0.001902739,0.0002702539,0.0001723163,0.001205154,0.005371508,0.0008816775,0.0001294841,0.0005094984,0.000839232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002007512,"about_ca_system_score_gemma":0.001251432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005099572,"about_ca_topic_score_gemma":0.000001860336,"domain_scores_codex":[0.9969849,0.0002225601,0.0004255352,0.0008401768,0.0005749605,0.0009518883],"domain_scores_gemma":[0.997706,0.0005073601,0.0002105809,0.0002872324,0.0006198541,0.000668955],"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":[0.00009484964,0.000230692,0.2050691,0.00005451399,0.00005970796,0.0010487,0.0009089045,0.000003689086,0.790061,0.00008135158,0.000599735,0.00178782],"study_design_scores_gemma":[0.0002365504,0.0004377488,0.4904413,0.00009151427,0.00003358362,0.002089949,0.000131731,0.0002026247,0.5049929,0.0009248337,0.0001553422,0.0002619004],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942318,0.00007380922,0.000002526657,0.001349749,0.0007181847,0.002102254,0.000007944916,0.00008284493,0.001430851],"genre_scores_gemma":[0.997033,0.00000429564,0.0002738973,0.001336035,0.0002628205,0.0006823103,0.00003780912,0.00002540873,0.0003443995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2853722,"threshold_uncertainty_score":0.999975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04619569261995383,"score_gpt":0.3419480518542395,"score_spread":0.2957523592342857,"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."}}