{"id":"W4220866971","doi":"10.1159/000522167","title":"Psoriasis and Dry Eye Disease: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Dermatology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psoriasis; Checklist; Disease; Cochrane Library; Dermatology; Internal medicine; Meta-analysis; Ophthalmology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01150491,0.00285292,0.01837544,0.006646161,0.0007529358,0.003315768,0.002212246,0.002277201,0.004500356],"category_scores_gemma":[0.02602831,0.001658314,0.04079143,0.007362935,0.000636364,0.001650573,0.001581124,0.00201119,0.0003374363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002724209,"about_ca_system_score_gemma":0.003752849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00761799,"about_ca_topic_score_gemma":0.01592573,"domain_scores_codex":[0.9918812,0.004110449,0.002039857,0.0007910495,0.0008777817,0.0002995356],"domain_scores_gemma":[0.984939,0.01101082,0.002287416,0.0004666575,0.001077344,0.0002186721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001845662,0.00004001036,0.003590876,0.3685484,0.6137559,0.0001643631,0.00007142079,0.000533819,0.0001649723,0.0001306446,0.0006985817,0.01045539],"study_design_scores_gemma":[0.0005311121,0.0001804768,0.00296726,0.02560702,0.9687576,0.0001320715,0.00003333434,0.0001748611,0.00007049796,0.0001726656,0.001351644,0.00002147366],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003208722,0.9953069,0.0003867266,0.0001590782,0.0001097831,0.0002442215,0.0003870013,0.00001914818,0.0001783974],"genre_scores_gemma":[0.1108986,0.8836884,0.002144914,0.0007612767,0.0002799149,0.001148979,0.0007742996,0.00002512137,0.0002785533],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01837544,"threshold_uncertainty_score":0.06084448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06475311173836344,"score_gpt":0.3517503168261694,"score_spread":0.2869972050878059,"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."}}