{"id":"W3095713894","doi":"10.1097/opx.0000000000001603","title":"Dry Eye Disease in University‐based Clinics in Canada: A Retrospective Chart Review","year":2020,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Association for Canadian Studies; Université de Montréal","funders":"","keywords":"Medicine; Retrospective cohort study; Artificial tears; Population; Pediatrics; Family medicine; Ophthalmology; Optometry; Surgery; Environmental health","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":[0.0009203951,0.0003804786,0.0004738875,0.00408067,0.002449554,0.001611952,0.001318112,0.0003851707,0.002294763],"category_scores_gemma":[0.003957467,0.0004628698,0.0003255559,0.009576982,0.001004808,0.0005089357,0.001112448,0.0004717157,0.0002423407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02914346,"about_ca_system_score_gemma":0.03799026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9558818,"about_ca_topic_score_gemma":0.9768967,"domain_scores_codex":[0.9977002,0.0001294888,0.0002768808,0.0003509467,0.001067451,0.0004751243],"domain_scores_gemma":[0.9907549,0.0007430816,0.002797627,0.0002226778,0.004142907,0.001338733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006015939,0.00004231147,0.9892574,0.0002143429,0.00003706023,0.0008321432,0.001260304,0.0000498378,0.0002654716,0.00005805978,0.002222918,0.005699879],"study_design_scores_gemma":[0.000007631686,0.0000419419,0.9952121,0.0001463451,0.00002873222,0.0005207391,0.001965733,0.0001317045,0.0001046324,0.000008405213,0.001819281,0.00001278757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798887,0.003487959,0.0002146995,0.0003321655,0.00002221049,0.000537356,0.01153683,0.00004095072,0.003939083],"genre_scores_gemma":[0.9928981,0.001981851,0.0004192709,0.0002809314,0.00001304927,0.0001049201,0.003754881,0.000009677959,0.0005371905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04411823,"threshold_uncertainty_score":0.2114516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511928808281134,"score_gpt":0.3656197070432121,"score_spread":0.3505004189604008,"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."}}