{"id":"W4315865628","doi":"10.1007/s11701-023-01532-y","title":"Robotics and cybersurgery in ophthalmology: a current perspective","year":2023,"lang":"en","type":"review","venue":"Journal of Robotic Surgery","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Medicine; Artificial intelligence; Robotics; Ophthalmology; Robotic surgery; Surgery; Robot; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001717723,0.001062267,0.002150394,0.003543813,0.0004181329,0.002590732,0.001217326,0.002580522,0.005021183],"category_scores_gemma":[0.002471972,0.0003764135,0.0009133109,0.003117658,0.001515539,0.003509245,0.001220215,0.003345151,0.001739686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008967748,"about_ca_system_score_gemma":0.002086192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001398937,"about_ca_topic_score_gemma":0.003383489,"domain_scores_codex":[0.9995796,0.0000954872,0.00006397582,0.00008189494,0.0001386178,0.0000403944],"domain_scores_gemma":[0.9974104,0.001727627,0.0002375696,0.00005140327,0.0004150909,0.0001580311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001067738,0.000103845,0.0003430144,0.0263213,0.0001420318,0.0001858189,0.00008295757,0.0004081532,0.0006704752,0.006991804,0.03457083,0.930073],"study_design_scores_gemma":[0.00005180226,0.0002309347,0.001794772,0.01686803,0.0003616875,0.001953844,0.000241281,0.0003550093,0.0002904892,0.005410776,0.9723751,0.00006627076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003590839,0.9990588,0.00009445583,0.0002700331,0.0002197863,0.000001638342,0.000004553122,0.000004003619,0.0003108607],"genre_scores_gemma":[0.0004424844,0.9981769,0.0001859911,0.0003470241,0.000617427,0.000003482899,0.000009352456,0.000001223553,0.0002161109],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005021183,"threshold_uncertainty_score":0.01679754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1682299875833178,"score_gpt":0.4282857126193393,"score_spread":0.2600557250360215,"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."}}