{"id":"W4379876118","doi":"10.3390/iecb2023-14577","title":"Contact Lens-Based Intraocular Pressure Sensor","year":2023,"lang":"en","type":"article","venue":"","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Contact lens; Pressure sensor; Intraocular pressure; Materials science; Computer science; Ophthalmology; Medicine; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001238714,0.0004381838,0.0003409308,0.0003522414,0.0002032108,0.0006046252,0.0008348126,0.000620632,0.004971884],"category_scores_gemma":[0.0004526042,0.0001570187,0.0002299834,0.0004238033,0.0001738403,0.0006493989,0.0003717529,0.0002571881,0.001504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005956483,"about_ca_system_score_gemma":0.0003397179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00136445,"about_ca_topic_score_gemma":0.001961682,"domain_scores_codex":[0.9992199,0.0000457272,0.00002517947,0.0001482186,0.0005275503,0.0000334035],"domain_scores_gemma":[0.9996501,0.00005084303,0.00007483505,0.00003332289,0.000168201,0.0000227625],"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":[0.0002631996,0.0001020935,0.003864319,0.0008834492,0.00006544916,0.0005033871,0.000118141,0.003332098,0.852354,0.002359823,0.01251775,0.1236363],"study_design_scores_gemma":[0.00007711586,0.001080145,0.01774991,0.0000859836,0.0001295751,0.002785034,0.0001758247,0.09652018,0.7889458,0.00107993,0.09120905,0.0001614798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3777258,0.01716181,0.4794244,0.001860837,0.001873978,0.0006985316,0.004756097,0.007105608,0.1093927],"genre_scores_gemma":[0.9058228,0.002259343,0.05999574,0.0006513969,0.0001641541,0.000163776,0.0007180885,0.00008668581,0.03013811],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004971884,"threshold_uncertainty_score":0.01663262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958708169201381,"score_gpt":0.2673549330722066,"score_spread":0.2477678513801928,"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."}}