{"id":"W1026273081","doi":"","title":"Disposable Nanostructure-laden Lens Sensor for Mornitoring Tear Glucose","year":2011,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Lens (geology); Nanostructure; Materials science; Optics; Nanotechnology; 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":[0.0001600656,0.0002565305,0.0002596447,0.0001676543,0.0001713652,0.000358418,0.0004898753,0.0007721272,0.0007997753],"category_scores_gemma":[0.0002901279,0.0002083461,0.0001947294,0.0001293433,0.0001493151,0.0004740483,0.0002440049,0.000327027,0.0003313374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004190395,"about_ca_system_score_gemma":0.0001955117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005250353,"about_ca_topic_score_gemma":0.001818997,"domain_scores_codex":[0.9998198,0.00001531248,0.000009344667,0.00005588895,0.00008246864,0.00001722297],"domain_scores_gemma":[0.9998639,0.00003500071,0.00003215744,0.0000107768,0.00004504942,0.00001312732],"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":[0.00006163646,0.00001472454,0.0001348886,0.00004238612,0.000005577944,0.0000434971,0.00001716694,0.00007283788,0.9948377,0.00007354764,0.0001537315,0.004542257],"study_design_scores_gemma":[0.000006177728,0.0001057611,0.0005024589,0.000003831649,0.00001013883,0.00009204863,0.00001613892,0.001678652,0.996003,0.00002358031,0.001550694,0.000007648699],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142442,0.007054965,0.06842456,0.0006272338,0.000637313,0.00008760945,0.000448778,0.0005520682,0.007923264],"genre_scores_gemma":[0.9340544,0.001714733,0.05233869,0.0005605175,0.00006946234,0.00006473287,0.0002190495,0.00003265327,0.01094584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007997753,"threshold_uncertainty_score":0.003040314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06376490253199009,"score_gpt":0.3319566849597139,"score_spread":0.2681917824277238,"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."}}