{"id":"W2141282447","doi":"10.1109/iembs.2006.260421","title":"Novel Micromachined Valved Glaucoma Drainage Devices","year":2006,"lang":"en","type":"article","venue":"","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Closing (real estate); Glaucoma; Glaucoma valve; Materials science; Drainage; Computer science; Ophthalmology; Medicine","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":[0.0001764668,0.0002186424,0.000277221,0.0002505131,0.0002254396,0.0005529686,0.0006359072,0.0007446439,0.001428606],"category_scores_gemma":[0.0004539869,0.0002787349,0.0002061302,0.0001381284,0.0003389129,0.0006606621,0.0003299907,0.0004111479,0.0003353147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002762216,"about_ca_system_score_gemma":0.0002807014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001480371,"about_ca_topic_score_gemma":0.0003248193,"domain_scores_codex":[0.9997341,0.00001753486,0.00002644689,0.00006081646,0.0001295699,0.00003151556],"domain_scores_gemma":[0.9997483,0.00008861958,0.0000653269,0.00002172678,0.00004682959,0.00002919923],"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":[0.0001371398,0.000051725,0.0006938234,0.0002613322,0.00001517154,0.0005199756,0.0001420937,0.0008356738,0.9621626,0.002681762,0.001023556,0.03147507],"study_design_scores_gemma":[0.0001556288,0.000662671,0.002582816,0.00004114678,0.00004317937,0.001848076,0.00004912584,0.008720301,0.9443626,0.0007585319,0.04070168,0.00007417392],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6886546,0.01922171,0.2636442,0.002158018,0.004610271,0.0003360963,0.000561661,0.002816741,0.01799663],"genre_scores_gemma":[0.8883616,0.002375393,0.09764528,0.000576867,0.0003170556,0.0001341616,0.0001238925,0.00004633861,0.01041951],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001428606,"threshold_uncertainty_score":0.00477916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003668303269879774,"score_gpt":0.1798211741448683,"score_spread":0.1761528708749885,"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."}}