{"id":"W4385409981","doi":"10.22374/jclrs.v6i1.53","title":"DISPOSABLE LENSES IN SATISFIED REUSABLE SOFT CONTACT LENS WEARERS","year":2023,"lang":"en","type":"article","venue":"Journal of Contact lens Research and Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Contact lens; Optometry; Medicine; Lens (geology); Interquartile range; Visual acuity; Visual analogue scale; Patient satisfaction; GLARE; Ophthalmology; Physical therapy; Surgery; Engineering","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":[0.005603062,0.0001746253,0.0005635127,0.001402035,0.0003643528,0.0002171242,0.0004015484,0.0001001434,0.00009551419],"category_scores_gemma":[0.002003433,0.0001331148,0.0001163637,0.00231737,0.0004388595,0.001285334,0.0001648741,0.001011258,0.00008713517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002900186,"about_ca_system_score_gemma":0.001892854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003771091,"about_ca_topic_score_gemma":0.0002075731,"domain_scores_codex":[0.9958693,0.0001524504,0.0005804514,0.0003617074,0.001926063,0.001109968],"domain_scores_gemma":[0.9974149,0.0005831878,0.0001554871,0.0003863409,0.001010967,0.000449072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001272442,0.0002262547,0.5377929,0.0001340074,0.000068307,0.002280562,0.001282956,0.00001269529,0.4460562,0.002548494,0.002100898,0.006224346],"study_design_scores_gemma":[0.004287385,0.005416266,0.9501865,0.001048591,0.0000312496,0.0002616716,0.00357596,0.0007439851,0.01686002,0.001048184,0.01624694,0.0002932513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902691,0.0009083265,0.00001827603,0.003831857,0.0001931095,0.0003105653,0.000006015438,0.00002287235,0.004439862],"genre_scores_gemma":[0.994478,0.002941068,0.0001344982,0.0002332921,0.0001121718,0.000004183356,0.000001516368,0.00001815861,0.002077112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4291961,"threshold_uncertainty_score":0.5428264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08441001613130471,"score_gpt":0.379745950414396,"score_spread":0.2953359342830912,"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."}}