{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00396014,0.0001802142,0.001149727,0.0001869878,0.0001002051,0.000009984665,0.0001771859,0.00009283231,0.001440335],"category_scores_gemma":[0.004263885,0.0001102804,0.0002930109,0.0002875742,0.00007284404,0.00006624041,0.00007223883,0.001271327,0.00001315211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138442,"about_ca_system_score_gemma":0.0002610089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004949787,"about_ca_topic_score_gemma":0.000004595161,"domain_scores_codex":[0.9969757,0.0004015341,0.001234347,0.0002070788,0.0009249082,0.0002564486],"domain_scores_gemma":[0.9967296,0.001571787,0.0006624672,0.000248445,0.0002051232,0.0005825483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001839528,0.0006720232,0.954895,0.00001336456,0.0005188717,0.001257609,0.0006477261,0.00002058254,0.0008167383,0.000007520911,0.002212253,0.03709874],"study_design_scores_gemma":[0.004379986,0.04872449,0.9416192,0.0008360344,0.0001496496,0.0001010495,0.0005071582,0.00004977925,0.00001438101,0.00005231563,0.003458438,0.0001074874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882886,0.001619306,0.00001970319,0.008479355,0.0008421153,0.0002083995,0.000004647214,0.00001557061,0.0005223059],"genre_scores_gemma":[0.990405,0.0008171542,0.00007060153,0.007423527,0.0004845445,0.000003487772,0.000001856631,0.00002372302,0.0007701103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04805247,"threshold_uncertainty_score":0.9994725,"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."}}