{"id":"W4254548729","doi":"10.1109/iembs.2006.4398916","title":"Novel Micromachined Valved Glaucoma Drainage Devices","year":2006,"lang":"en","type":"article","venue":"Conference proceedings","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Surface micromachining; Computer science; Drainage; Glaucoma; Medicine; Ophthalmology; Fabrication","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":[0.0001710492,0.0002238603,0.0002893399,0.0002672903,0.0002345651,0.0005922912,0.0006969496,0.0007958683,0.001597455],"category_scores_gemma":[0.0004918831,0.0002780278,0.0002201561,0.000143263,0.0003729272,0.000684546,0.0003317827,0.0004129107,0.0003826281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002708758,"about_ca_system_score_gemma":0.0002471671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001352876,"about_ca_topic_score_gemma":0.0002964491,"domain_scores_codex":[0.9996916,0.00002024962,0.00002762373,0.00006651421,0.0001627045,0.0000313132],"domain_scores_gemma":[0.9996963,0.00009565968,0.00008455385,0.00002936523,0.00006139953,0.00003279026],"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":[0.0001857843,0.00005542853,0.001018929,0.0003597087,0.00002197871,0.0007225125,0.000192518,0.0009736916,0.9533398,0.003523588,0.001415038,0.03819112],"study_design_scores_gemma":[0.0001995648,0.001032471,0.00393811,0.00005911998,0.00006157978,0.0032885,0.00008346577,0.01211605,0.9228042,0.0009615788,0.05535135,0.000103945],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6885133,0.02273798,0.2519052,0.00242854,0.005770782,0.000331179,0.0004653041,0.003073395,0.02477445],"genre_scores_gemma":[0.9131624,0.001914574,0.07353102,0.0004677912,0.0003672474,0.00009851534,0.00008217993,0.00004091055,0.01033538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001597455,"threshold_uncertainty_score":0.005344033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293449133340194,"score_gpt":0.2453354789233149,"score_spread":0.232400987589913,"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."}}