{"id":"W3134979195","doi":"10.1117/12.2596054","title":"OZ Optics Ltd.: Universal Optical DNA Detection System for Pathogen Including COVID-19","year":2021,"lang":"en","type":"article","venue":"SPIE Exhibition Product Demonstrations","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"OZ Optics (Canada)","funders":"","keywords":"Software; DNA sequencing; Computer science; Coronavirus disease 2019 (COVID-19); DNA; Computational biology; Nanotechnology; Biology; Infectious disease (medical specialty); Genetics; Materials science; Medicine; Programming language","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":[0.002368905,0.001492623,0.0009621937,0.002766313,0.001296087,0.001742649,0.001527932,0.001524482,0.04909636],"category_scores_gemma":[0.001681905,0.001258446,0.0007017998,0.001540977,0.0008044055,0.0023277,0.001999414,0.001633839,0.02032508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001765298,"about_ca_system_score_gemma":0.00264737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003191425,"about_ca_topic_score_gemma":0.007213346,"domain_scores_codex":[0.9974542,0.0001873568,0.0001673494,0.0005032007,0.001484924,0.0002029829],"domain_scores_gemma":[0.9983566,0.0002049264,0.0002122254,0.0001695617,0.0008099889,0.000246692],"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":[0.0005039169,0.00009188831,0.00316608,0.0008371898,0.00004785331,0.0002696009,0.0002863304,0.0005888863,0.7502397,0.006830592,0.04445633,0.1926817],"study_design_scores_gemma":[0.0001117562,0.0004561534,0.005966092,0.0001629907,0.0001207148,0.002274965,0.0001658014,0.01328925,0.4976113,0.001084431,0.4785086,0.0002480413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.08142044,0.01034412,0.7355688,0.002090212,0.002512849,0.001711297,0.01031983,0.05964287,0.09638953],"genre_scores_gemma":[0.1394858,0.004699598,0.6785471,0.001576649,0.0002272489,0.0016799,0.01460335,0.003578195,0.1556022],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04909636,"threshold_uncertainty_score":0.1642437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0269710401464375,"score_gpt":0.2520195449902284,"score_spread":0.2250485048437909,"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."}}