{"id":"W3180916613","doi":"","title":"Recovery of corneal threshold and symptoms in symptomatic contact lens wearers","year":2021,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Ophthalmology; Medicine; Optometry","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":[0.0001927103,0.0002373613,0.0003433677,0.00059036,0.0003619971,0.000374803,0.0002533713,0.0005357739,0.002150954],"category_scores_gemma":[0.002370333,0.0001533613,0.0002883603,0.0003115429,0.0002701614,0.0003947306,0.0002567894,0.0004387069,0.0002893923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002960401,"about_ca_system_score_gemma":0.0002406172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003326697,"about_ca_topic_score_gemma":0.003448353,"domain_scores_codex":[0.9998053,0.00002834548,0.00002626488,0.00002390738,0.00006246747,0.00005377786],"domain_scores_gemma":[0.9993985,0.000192595,0.0001505503,0.00002820659,0.00007041442,0.0001597125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005253754,0.0008601439,0.945171,0.0001180445,0.00007870626,0.008160425,0.001411987,0.000133931,0.0172693,0.00007457803,0.0005794041,0.02088876],"study_design_scores_gemma":[0.00002728703,0.0008620911,0.993518,0.000006054229,0.00001864967,0.004080536,0.0004528434,0.0002235296,0.0006624592,0.0000300628,0.0001117692,0.000006741221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992672,0.0001398479,0.00004546298,0.00002549549,0.000004127237,0.000005189053,0.00003930735,0.000006440155,0.0004667946],"genre_scores_gemma":[0.9996755,0.00003429365,0.0000224733,0.00001078667,0.000003588055,0.000001852492,0.00004440036,9.564291e-7,0.0002061872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003326697,"threshold_uncertainty_score":0.007195652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03179909822111114,"score_gpt":0.3153686078986793,"score_spread":0.2835695096775682,"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."}}