{"id":"W4200516870","doi":"10.33791/2222-4408-2021-4-37-42","title":"Contact Lens Solutions Toxicity Evaluation by the Bioluminescence Method","year":2021,"lang":"en","type":"article","venue":"The EYE GLAZ","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bausch Health","keywords":"Bioluminescence; Luciferase; Luminescence; Chemistry; Toxicity; Contact lens; Photobacterium phosphoreum; Lens (geology); Chromatography; Nuclear chemistry; Biochemistry; Materials science; Optics; Organic chemistry; Physics; Optoelectronics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008009471,0.001377056,0.0005332009,0.0009735373,0.0003118987,0.0005746257,0.0004205842,0.0006416389,0.002584678],"category_scores_gemma":[0.0007562407,0.0002130421,0.0005993188,0.0004905851,0.0003289168,0.0005362367,0.000455269,0.0008204397,0.0007725945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004303675,"about_ca_system_score_gemma":0.0004421003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043966,"about_ca_topic_score_gemma":0.001042773,"domain_scores_codex":[0.9983426,0.0003356859,0.0001585391,0.0003168082,0.0007551802,0.00009122673],"domain_scores_gemma":[0.9993033,0.0001371462,0.0001410729,0.00005705925,0.0003265007,0.00003483035],"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":[0.0001197017,0.00006169882,0.0006060025,0.0002941617,0.00002076456,0.00008273743,0.00004756665,0.00006477911,0.9925398,0.00008707161,0.0001459374,0.005929857],"study_design_scores_gemma":[0.00001062754,0.001203734,0.003510886,0.00004818221,0.00006444161,0.0003124887,0.00004719102,0.0004460408,0.9907737,0.00006000938,0.003504659,0.00001796037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8225353,0.05567832,0.09843288,0.0006667385,0.0007962129,0.001231847,0.002276609,0.0009055907,0.01747666],"genre_scores_gemma":[0.8726105,0.02867934,0.06959044,0.0005289382,0.0002244695,0.001181377,0.003304504,0.0001957738,0.02368466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002584678,"threshold_uncertainty_score":0.008646548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05016031300366561,"score_gpt":0.3404335672698494,"score_spread":0.2902732542661838,"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."}}