{"id":"W3208166573","doi":"10.15353/cjo.v81i3.408","title":"Dry Eye","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Optometry","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canada Research Chairs","keywords":"Medicine; Contact lens; Blepharitis; Logistic regression; Epidemiology; Pediatrics; Internal medicine; Ophthalmology; Dermatology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.0006000229,0.000266625,0.0005066465,0.001513905,0.0006896667,0.001172474,0.0003826513,0.0004551453,0.03575257],"category_scores_gemma":[0.002495381,0.0001196558,0.0005135444,0.001060309,0.0001528566,0.0008449056,0.0007239877,0.0005022412,0.008928899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000614582,"about_ca_system_score_gemma":0.0007167295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004349826,"about_ca_topic_score_gemma":0.004899541,"domain_scores_codex":[0.9993481,0.00006756995,0.00008301367,0.0001222819,0.0002715126,0.000107507],"domain_scores_gemma":[0.9990366,0.00013617,0.0002371758,0.00007501328,0.0004019437,0.0001132716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008777103,0.0003886684,0.2620149,0.001557957,0.0001574169,0.002627676,0.0004630449,0.00005341475,0.002075684,0.002567937,0.08714613,0.6400694],"study_design_scores_gemma":[0.000208958,0.0007377637,0.5680245,0.001705292,0.0002767259,0.02836834,0.001082281,0.0003083117,0.001153987,0.001490779,0.3965908,0.00005226965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4211457,0.1191932,0.004632584,0.006639516,0.002206707,0.001532256,0.03113275,0.001077209,0.4124401],"genre_scores_gemma":[0.8205932,0.0323045,0.004522506,0.006929319,0.001151564,0.000543007,0.01734017,0.0001810126,0.1164346],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03575257,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007261742986562865,"score_gpt":0.2795249587211563,"score_spread":0.2722632157345934,"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."}}