{"id":"W1997469136","doi":"10.1038/eye.2010.128","title":"A ‘living’ prosthetic iris","year":2010,"lang":"en","type":"article","venue":"Eye","topic":"Ocular Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Université de Montréal; Polytechnique Montréal","funders":"","keywords":"Ocular prosthesis; Design for manufacturability; Liquid-crystal display; Visual prosthesis; IRIS (biosensor); Pupil; Computer science; Process (computing); Prosthesis; Medicine; Mechanical engineering; Optics; Artificial intelligence; Ophthalmology; Engineering; Physics","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":[0.00003804951,0.00006694094,0.00004481076,0.00001042556,0.00004427722,0.00001301624,0.00007070111,0.00006557051,0.00008717123],"category_scores_gemma":[0.00002090587,0.00005731787,0.00004672465,0.0000244987,0.00003189416,8.816183e-7,0.00004218055,0.00004936924,0.00008485404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001326215,"about_ca_system_score_gemma":0.00001648682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000107332,"about_ca_topic_score_gemma":0.00004137841,"domain_scores_codex":[0.9996276,0.000008924902,0.00004914299,0.0001523583,0.00004657738,0.0001154267],"domain_scores_gemma":[0.9997021,0.000001637738,0.00001706588,0.0002244938,0.00001683176,0.00003787926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000127365,0.0002475811,0.1742072,0.000007097146,0.00005973763,0.000006508779,0.00008161984,0.000001184652,0.8110378,0.0001745641,0.002492398,0.01167156],"study_design_scores_gemma":[0.0009961104,0.0004588576,0.1701456,0.00001232935,0.00004219163,0.00002245235,0.00006268083,0.00003008737,0.1157596,0.0004912977,0.7115491,0.0004297019],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930288,0.0002154094,0.0000798474,0.00009656796,0.0001414297,0.0000839152,0.000003604361,0.00000972515,0.00634073],"genre_scores_gemma":[0.9957153,0.00001797881,0.0006049616,0.000110646,0.00007695788,0.00001486514,0.00002046252,0.00001201909,0.003426831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7090567,"threshold_uncertainty_score":0.2337355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002829824631951213,"score_gpt":0.2304660979032169,"score_spread":0.2276362732712657,"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."}}