{"id":"W4292779681","doi":"","title":"Retinal Prosthesis System for Advanced Retinitis Pigmentosa: A Health Technology Assessment.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retinitis pigmentosa; Visual prosthesis; Argus; Retinal implant; Medicine; Psychology; Ophthalmology; Retinal; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003430865,0.0001617553,0.0002296837,0.0002020849,0.0002215577,0.00004050188,0.0003581337,0.00005278807,0.000002608153],"category_scores_gemma":[0.0007116325,0.000114372,0.0000622655,0.0004879606,0.0001198024,0.0002615491,0.00007512302,0.00009383567,0.000007592533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001913086,"about_ca_system_score_gemma":0.00005037802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.953402e-7,"about_ca_topic_score_gemma":6.567718e-7,"domain_scores_codex":[0.997969,0.00005681127,0.0002948276,0.0006077386,0.0002546746,0.0008169226],"domain_scores_gemma":[0.9991018,0.0002427921,0.0001594632,0.0003114897,0.00002581324,0.0001586076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004965895,0.00004111709,0.0003740781,0.0001220087,0.000001733629,0.00002274233,0.0000127952,0.000001897075,0.6640408,0.01652932,0.0001854631,0.3186184],"study_design_scores_gemma":[0.001020175,0.0002301719,0.004256908,0.00009310452,0.000004858192,0.0001236542,0.0000511725,0.00007445577,0.98273,0.0001996731,0.01098052,0.0002352903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439307,0.00007952058,0.009330937,0.03419409,0.001852262,0.006071484,0.0001226325,0.001785598,0.002632792],"genre_scores_gemma":[0.9927676,0.00005765765,0.0004714989,0.0004539225,0.00005546899,0.005422696,3.396331e-7,0.00002944844,0.0007413648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3186892,"threshold_uncertainty_score":0.4663955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04123441896298782,"score_gpt":0.2800257189763126,"score_spread":0.2387913000133247,"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."}}