{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009589965,0.0006489686,0.0006588478,0.001807853,0.0003567282,0.001797458,0.000589495,0.001838754,0.005145254],"category_scores_gemma":[0.001179824,0.0002015903,0.0008080855,0.0008481907,0.001069711,0.002352735,0.0008378297,0.002282502,0.001454446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006542818,"about_ca_system_score_gemma":0.0009999893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005797441,"about_ca_topic_score_gemma":0.001261695,"domain_scores_codex":[0.9995471,0.00009754617,0.00006063981,0.00006369012,0.0001884941,0.00004253802],"domain_scores_gemma":[0.9994174,0.0003135392,0.00008123352,0.00002253148,0.0001255979,0.0000396734],"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":[0.0001360919,0.000133215,0.0006524823,0.01670255,0.00008122012,0.001256322,0.0003352595,0.0007149229,0.01091969,0.04146186,0.02822385,0.8993826],"study_design_scores_gemma":[0.00001888211,0.0004184296,0.001668315,0.00661655,0.00009422633,0.007801821,0.0003483189,0.0004336474,0.002772985,0.01813851,0.9616326,0.00005579127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005902308,0.9917598,0.001029773,0.002411299,0.0005602723,0.000005600645,0.00001337108,0.00001940718,0.003610251],"genre_scores_gemma":[0.006870098,0.986024,0.00213857,0.001533533,0.001377591,0.00001583736,0.00002739756,0.00000916269,0.002003903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005145254,"threshold_uncertainty_score":0.01721257,"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."}}