{"id":"W4403483758","doi":"10.1097/j.jcrs.0000000000001571","title":"Virtual follow-up after cataract surgery: systematic review","year":2024,"lang":"en","type":"review","venue":"Journal of Cataract & Refractive Surgery","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prism Eye Institute; Thinkpath Engineering Services (Canada); Trillium Health Centre; University of Toronto","funders":"","keywords":"Medicine; Cataract surgery; CINAHL; Observational study; MEDLINE; Telephone interview; Visual acuity; Surgery; Internal medicine; Psychological intervention","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":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","metaepi_broad"],"category_scores_codex":[0.008648774,0.001536804,0.01780121,0.002309567,0.0001216675,0.0001812046,0.0003783362,0.0008287207,0.000533848],"category_scores_gemma":[0.009103191,0.0009665511,0.01278344,0.001488568,0.000165969,0.00101573,0.0001113657,0.003791214,0.001501954],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008570037,"about_ca_system_score_gemma":0.005916513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002583324,"about_ca_topic_score_gemma":0.000003132565,"domain_scores_codex":[0.9879916,0.001963883,0.006348453,0.0007996978,0.00195481,0.0009414972],"domain_scores_gemma":[0.9804265,0.00989755,0.006300901,0.001348281,0.00129916,0.000727634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003838168,0.0002825581,0.00002571144,0.8085075,0.005885595,0.01683516,0.00006799354,1.554205e-8,6.137838e-7,0.000006523326,0.06289091,0.1051136],"study_design_scores_gemma":[0.00006444749,0.00007959054,0.00001557518,0.4962548,0.0283793,0.01003844,0.00003068865,1.299755e-7,0.000003349079,0.000003972933,0.464652,0.0004777306],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001574141,0.9906902,0.00001410552,0.0003949739,0.006645516,0.001667626,0.0001530156,0.00006143336,0.0002157184],"genre_scores_gemma":[0.0007322403,0.9917501,0.00001386344,0.001479314,0.002219184,0.0002037526,0.0004346635,0.0003003924,0.002866508],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4017611,"threshold_uncertainty_score":0.999738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04445318583928135,"score_gpt":0.343282432584836,"score_spread":0.2988292467455547,"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."}}