{"id":"W4280532957","doi":"10.3390/jcm11102809","title":"Sjögren’s Syndrome Associated Dry Eye: Impact on Daily Living and Adherence to Therapy","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Dry eyes; Gerontology; Internal medicine; Ophthalmology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009964288,0.000148593,0.0003201496,0.0004365805,0.0005046932,0.0006891448,0.0001943662,0.0003306558,0.00131232],"category_scores_gemma":[0.005219576,0.00008702742,0.0005693601,0.0004879943,0.00018087,0.0003358179,0.0005021411,0.0005833796,0.0001165773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008019659,"about_ca_system_score_gemma":0.000663611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01937198,"about_ca_topic_score_gemma":0.03041589,"domain_scores_codex":[0.9988319,0.0003167537,0.0001800203,0.00005976983,0.0004210519,0.0001904785],"domain_scores_gemma":[0.9975134,0.0004594281,0.001044657,0.0000641537,0.00039031,0.0005281424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001045286,0.0003790373,0.9816115,0.00005268165,0.0001177911,0.0001534892,0.0004296116,0.00009747213,0.0001480888,0.00003069677,0.0002460305,0.01662899],"study_design_scores_gemma":[0.000005953371,0.000159888,0.9989919,0.0000165514,0.0000254821,0.0001589771,0.0002606775,0.0001245867,0.00002162345,0.00001355796,0.0002171973,0.000003558665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962353,0.0007190752,0.00002698714,0.0002839434,0.00000838588,0.00002414092,0.0001402785,0.000002706816,0.002559173],"genre_scores_gemma":[0.9994854,0.0001587593,0.00003735651,0.00003679581,0.000004888253,0.000004471225,0.00007322829,4.931346e-7,0.000198604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01937198,"threshold_uncertainty_score":0.03851843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06794059749864226,"score_gpt":0.4284022137512698,"score_spread":0.3604616162526275,"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."}}