{"id":"W4381512110","doi":"10.3390/s23135782","title":"Retinal Prostheses: Engineering and Clinical Perspectives for Vision Restoration","year":2023,"lang":"en","type":"review","venue":"Sensors","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; University of Calgary; Université de Sherbrooke","funders":"","keywords":"Retinal implant; Retinitis pigmentosa; Retinal; Retinal Prosthesis; Visual prosthesis; Macular degeneration; Retina; Retinal degeneration; Neuroscience; Medicine; Ophthalmology; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003606493,0.0002757258,0.000639452,0.0002181088,0.000123588,0.000108973,0.0001876457,0.0001597333,9.873548e-7],"category_scores_gemma":[0.003609173,0.0002249965,0.0002457001,0.0004392034,0.00009827416,0.0001337073,0.00007792704,0.0003612142,0.00002950802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004098899,"about_ca_system_score_gemma":0.00005557745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.893969e-7,"about_ca_topic_score_gemma":3.307992e-7,"domain_scores_codex":[0.9981753,0.0001003201,0.0004500159,0.0007799512,0.00019694,0.0002975365],"domain_scores_gemma":[0.9981615,0.001334436,0.0001513729,0.0002313345,0.00002097501,0.0001003949],"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":[0.0000657214,0.0001583035,0.000003395178,0.02785239,0.00003599657,0.0003007934,0.0007287921,0.0003858817,0.004336895,0.006713972,0.0006475326,0.9587703],"study_design_scores_gemma":[0.0001510894,0.0005132658,0.000009030921,0.004506954,0.0001148394,0.0001134148,0.00004764882,0.01026777,0.0002276362,0.00002265222,0.9835535,0.0004722246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01259045,0.9793809,0.00009994511,0.000158895,0.002495241,0.003996805,0.00009435193,0.001067677,0.0001157174],"genre_scores_gemma":[0.0001654225,0.9985622,0.0001255768,0.00001530132,0.0003013758,0.0000585715,0.00000261595,0.00008087509,0.0006880769],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9829059,"threshold_uncertainty_score":0.9175093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1647030023104578,"score_gpt":0.4291236936477535,"score_spread":0.2644206913372956,"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."}}