{"id":"W4366498147","doi":"10.1016/j.jcjo.2023.03.020","title":"Clinical features and management of keratoconjunctivitis associated with inadequate tear drainage","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Nasolacrimal Duct Obstruction Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Keratoconjunctivitis; Drainage; Medicine; KERATOCONJUNCTIVITIS SICCA; Ophthalmology; Optometry; Dermatology; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004873428,0.0006470202,0.000740987,0.001849793,0.001095345,0.001065854,0.000513763,0.001398674,0.001317442],"category_scores_gemma":[0.004354666,0.000346518,0.0005590922,0.00123593,0.0008629502,0.0009119674,0.0004841462,0.001061635,0.0002903579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009972317,"about_ca_system_score_gemma":0.001090748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004236368,"about_ca_topic_score_gemma":0.005916549,"domain_scores_codex":[0.9993013,0.0001012671,0.0001234076,0.00005864887,0.0001749433,0.0002403102],"domain_scores_gemma":[0.9988915,0.0003352627,0.0002761409,0.0000312511,0.0001541614,0.0003116638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0009467724,0.0003306595,0.4333855,0.0001844476,0.00005213897,0.5352774,0.0004296109,0.0004066844,0.003938176,0.0005229641,0.002329028,0.0221965],"study_design_scores_gemma":[0.00005913423,0.0004140941,0.3679426,0.0001754792,0.00004859284,0.626622,0.0009948524,0.0008804671,0.0007341884,0.0004206368,0.00167189,0.00003611816],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588174,0.01223046,0.000783446,0.002647594,0.0001684899,0.0001465732,0.0002068793,0.00006279166,0.02493632],"genre_scores_gemma":[0.9970224,0.001480262,0.0003607074,0.0003674802,0.000156079,0.00001637474,0.0001031746,0.000006214712,0.0004873548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004236368,"threshold_uncertainty_score":0.008423448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681622240373371,"score_gpt":0.3242968805558549,"score_spread":0.2874806581521211,"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."}}