{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009421266,0.0004015065,0.000356598,0.0004879508,0.000787824,0.001631811,0.0007397809,0.00140676,0.01265646],"category_scores_gemma":[0.001803702,0.0002073557,0.0004702178,0.0002690376,0.002490753,0.002690411,0.001205566,0.001195063,0.002649127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003234957,"about_ca_system_score_gemma":0.0004460619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001535847,"about_ca_topic_score_gemma":0.0001161598,"domain_scores_codex":[0.9994541,0.000111529,0.00007417832,0.0001059496,0.0002023702,0.00005178368],"domain_scores_gemma":[0.9993506,0.0001224729,0.00007173257,0.0002607512,0.0001139641,0.0000804826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0006402623,0.0003487956,0.004836273,0.0009956271,0.0001528991,0.008066149,0.001059725,0.001207809,0.3318067,0.229052,0.02583643,0.3959973],"study_design_scores_gemma":[0.0002852616,0.00317936,0.01735851,0.0006711909,0.0002292672,0.1806435,0.001618163,0.006017122,0.1407582,0.148343,0.5006786,0.0002178155],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4338146,0.0240273,0.2199217,0.03939071,0.01478192,0.0002319089,0.0006509087,0.004317874,0.262863],"genre_scores_gemma":[0.8480645,0.003765532,0.08389825,0.007713077,0.001355481,0.00008570437,0.0002694266,0.0002652091,0.05458283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01265646,"threshold_uncertainty_score":0.04234004,"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."}}