{"id":"W2943009850","doi":"10.1016/j.jcjo.2019.03.005","title":"Value of lipid layer thickness and blinking pattern in approaching patients with dry eye symptoms","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ophthalmology; Medicine; Schirmer test; Internal medicine; Dry eyes","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006203868,0.0006481712,0.0007290776,0.002211872,0.0007011429,0.001138953,0.0004641936,0.0009787906,0.001769221],"category_scores_gemma":[0.005825171,0.0002471223,0.0005297634,0.0009519958,0.0003255572,0.001341033,0.0005068886,0.000979014,0.000498909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005318474,"about_ca_system_score_gemma":0.0006132261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004449267,"about_ca_topic_score_gemma":0.004834122,"domain_scores_codex":[0.9993823,0.0001369614,0.0001426442,0.00007568318,0.0001484073,0.0001139795],"domain_scores_gemma":[0.9977132,0.0007886491,0.0004417037,0.00005033935,0.0003976449,0.0006084847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002652491,0.00004223805,0.9952565,0.00001966444,0.00002017927,0.001059549,0.00009135511,0.00004317006,0.0003501909,0.00001480769,0.0001128942,0.002724174],"study_design_scores_gemma":[0.00002176698,0.0004791461,0.9904884,0.00004645053,0.00008486699,0.005562434,0.001462283,0.001003388,0.0003556367,0.00008046049,0.0003907398,0.00002445771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936544,0.001216563,0.0001722984,0.0002913146,0.00006726363,0.00002925458,0.0001934937,0.00001790729,0.004357551],"genre_scores_gemma":[0.9986787,0.0003963461,0.0003694758,0.00008478673,0.00006548313,0.00001162988,0.0001453324,0.000003406903,0.0002447191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004449267,"threshold_uncertainty_score":0.00884676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051469010565887,"score_gpt":0.236834630504689,"score_spread":0.2263199403990302,"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."}}