{"id":"W3193225053","doi":"10.1097/j.jcrs.0000000000000750","title":"Immediately sequential bilateral cataract surgery: an academic teaching center's experience","year":2021,"lang":"en","type":"article","venue":"Journal of Cataract & Refractive Surgery","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Saint-Sacrement","funders":"","keywords":"Medicine; Dioptre; Cataract surgery; Visual acuity; Ophthalmology; Surgery; Endophthalmitis; Retrospective cohort study","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002951527,0.0004381984,0.001511112,0.0006629684,0.000273653,0.000111218,0.00019225,0.0003428159,0.0004876484],"category_scores_gemma":[0.002952864,0.000368797,0.001139231,0.0003758418,0.0001653979,0.002727987,0.00006556765,0.002600125,0.00004644161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983164,"about_ca_system_score_gemma":0.001970676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001268074,"about_ca_topic_score_gemma":0.000005622852,"domain_scores_codex":[0.9950667,0.0009074764,0.001689376,0.0004921716,0.001072182,0.0007720959],"domain_scores_gemma":[0.9943141,0.002131194,0.001473635,0.0005267347,0.0008708579,0.0006835274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005838227,0.002468031,0.6769361,0.0002398568,0.001196467,0.04063728,0.006042457,0.00001490799,0.1803866,0.0000524971,0.01107562,0.07511188],"study_design_scores_gemma":[0.001342728,0.0003780914,0.4895793,0.002064774,0.0005789818,0.03621199,0.004075182,0.00005021536,0.2629486,0.0001085668,0.2014501,0.001211468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929905,0.001480298,0.0001369949,0.001593393,0.003310746,0.0001101743,0.00003728347,0.00003903285,0.0003015598],"genre_scores_gemma":[0.9929748,0.001583908,0.0001940589,0.001946658,0.00267224,0.000005856497,0.0002874971,0.00006770269,0.0002673394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1903745,"threshold_uncertainty_score":0.9998764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05853979430333033,"score_gpt":0.3535370461568548,"score_spread":0.2949972518535245,"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."}}