{"id":"W3006960722","doi":"10.22374/jclrs.v4i1.35","title":"Performance of Daily Disposable Contact Lenses in Symptomatic Wearers","year":2020,"lang":"en","type":"article","venue":"Journal of Contact lens Research and Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dryness; Medicine; CLs upper limits; Contact lens; Crossover study; Silicone hydrogel; Wetting; Ophthalmology; Surgery; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002081303,0.0001072865,0.0004682659,0.0004396126,0.0001196469,0.00005970836,0.0003022008,0.00004636386,0.00004388593],"category_scores_gemma":[0.000881542,0.00007798513,0.0000725719,0.0009961318,0.0003475691,0.000824624,0.00008287343,0.000576995,0.0000091027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009647517,"about_ca_system_score_gemma":0.001168236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000490206,"about_ca_topic_score_gemma":0.00001288698,"domain_scores_codex":[0.9974012,0.00008025623,0.0005064262,0.0001917898,0.001343905,0.0004763732],"domain_scores_gemma":[0.9982647,0.0002177777,0.0001707804,0.0001791915,0.0007708326,0.0003966724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009492754,0.0001089029,0.5640676,0.0002337496,0.00002512342,0.0001625253,0.001256517,0.000005698746,0.431125,0.0002512606,0.00005609372,0.001758247],"study_design_scores_gemma":[0.003263968,0.0129161,0.9130957,0.001212388,0.00002699607,0.0001080887,0.002614916,0.003422195,0.06219597,0.00003072946,0.00096599,0.0001469826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948802,0.0007021303,0.00001066476,0.002436511,0.00004806272,0.000197052,0.000002157017,0.000004397441,0.001718845],"genre_scores_gemma":[0.9981996,0.001273756,0.0001741392,0.0002114612,0.00005070677,0.000001139527,2.675805e-7,0.000007739615,0.00008117595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3689291,"threshold_uncertainty_score":0.3180141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0570990678391164,"score_gpt":0.3397713750347942,"score_spread":0.2826723071956778,"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."}}