{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009420431,0.001157561,0.007769578,0.005967429,0.0006129313,0.002636365,0.001926844,0.001951279,0.006223009],"category_scores_gemma":[0.05166813,0.000815122,0.00662874,0.009084161,0.0009077676,0.00285914,0.00146907,0.001273249,0.0003407984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003668844,"about_ca_system_score_gemma":0.009816916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006448423,"about_ca_topic_score_gemma":0.01624388,"domain_scores_codex":[0.9909116,0.003794815,0.002907518,0.0006061224,0.001505878,0.0002740227],"domain_scores_gemma":[0.9568152,0.03157189,0.008501382,0.0005853739,0.002102168,0.000424091],"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":[0.0002244432,0.00001664414,0.0008689359,0.975141,0.007107936,0.00006792969,0.000183821,0.00004568458,0.00005365789,0.00008504105,0.0008713349,0.01533348],"study_design_scores_gemma":[0.0004122734,0.0002583499,0.005090767,0.9306241,0.05528659,0.0003648481,0.0003287831,0.00007565023,0.0001137643,0.0001921368,0.007220696,0.00003211755],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001965423,0.9964012,0.00013337,0.0002224681,0.000109194,0.0004953764,0.000441228,0.00001087022,0.0002209177],"genre_scores_gemma":[0.03527202,0.9613582,0.0006725244,0.0007011629,0.0001267503,0.00132578,0.0003770134,0.000008916697,0.0001576249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009420431,"threshold_uncertainty_score":0.04982054,"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."}}