{"id":"W4200391296","doi":"10.1177/11206721211060963","title":"Dry eye disease and psychiatric disorders: A systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"European Journal of Ophthalmology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Anxiety; Meta-analysis; Medicine; Depression (economics); Odds ratio; Psychiatry; Mood; PsycINFO; Internal medicine; Clinical psychology; MEDLINE","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":[0.009635185,0.002767429,0.01840459,0.00806338,0.0007925482,0.00313973,0.002013495,0.001941226,0.004458606],"category_scores_gemma":[0.02195674,0.001428305,0.03712674,0.007792226,0.0005996513,0.001796421,0.001673519,0.001798811,0.0002835612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002986175,"about_ca_system_score_gemma":0.004837782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007723023,"about_ca_topic_score_gemma":0.02073682,"domain_scores_codex":[0.9942362,0.002380981,0.001839276,0.0005472326,0.0007725186,0.0002239084],"domain_scores_gemma":[0.9879337,0.008773014,0.001881138,0.0003185362,0.0009117846,0.0001818835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001203533,0.00004260253,0.002270569,0.5988597,0.3787889,0.0001396912,0.00009601067,0.0004152504,0.0001997126,0.0001258947,0.0006239855,0.0172341],"study_design_scores_gemma":[0.0004535664,0.0002125575,0.003423503,0.05082523,0.9421988,0.0001549093,0.00005587199,0.0001636432,0.00009310716,0.0001715941,0.002220744,0.00002656544],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002137614,0.9966827,0.0003024859,0.0001168238,0.00008552382,0.0002271822,0.0002986934,0.00001504378,0.0001339121],"genre_scores_gemma":[0.05266947,0.943376,0.001677988,0.0004710932,0.000178334,0.0008681992,0.0005412015,0.00001564537,0.0002020836],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01840459,"threshold_uncertainty_score":0.05095631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06347962658632791,"score_gpt":0.3557198553397785,"score_spread":0.2922402287534506,"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."}}