{"id":"W4386624636","doi":"10.1080/08820538.2023.2256842","title":"A Pilot Study of Dynamic Magnetic Resonance Dacryocystography Imaging to Assess Functional Epiphora","year":2023,"lang":"en","type":"article","venue":"Seminars in Ophthalmology","topic":"Nasolacrimal Duct Obstruction Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Medicine; Asymptomatic; Lacrimal sac; Magnetic resonance imaging; Meatus; Dacryocystorhinostomy; Surgery; Fundus (uterus); Ophthalmology; Nasolacrimal duct obstruction; Stenosis; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004076244,0.001035709,0.0007008213,0.0006661752,0.0006704802,0.0005059412,0.0004625855,0.000667471,0.001725618],"category_scores_gemma":[0.006291485,0.0004067186,0.0004975935,0.0003611715,0.00110792,0.0009436651,0.0005385625,0.0007792718,0.000458696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005279039,"about_ca_system_score_gemma":0.0005789006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414089,"about_ca_topic_score_gemma":0.001606199,"domain_scores_codex":[0.9980064,0.001035753,0.0001551989,0.0003435207,0.0002167801,0.0002422743],"domain_scores_gemma":[0.9947018,0.002502467,0.0004560965,0.0005519544,0.0005869067,0.001200798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04296147,0.0568636,0.7790384,0.0002892914,0.0004243691,0.01331306,0.002411565,0.0006783067,0.05712926,0.0002043987,0.0005003858,0.04618591],"study_design_scores_gemma":[0.005464419,0.4349332,0.5401597,0.0000341861,0.00022135,0.009549021,0.001139204,0.001752191,0.005253387,0.0001173837,0.001299107,0.0000768372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988526,0.0001138323,0.0002756734,0.00002022063,0.000009971349,0.0002408356,0.00004684903,0.000006285181,0.0004336895],"genre_scores_gemma":[0.9985945,0.0000601128,0.0008368881,0.00007472096,0.00003155098,0.0001458911,0.0000913761,0.00000539327,0.0001595629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004076244,"threshold_uncertainty_score":0.02155751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04823637376523236,"score_gpt":0.3431927284813959,"score_spread":0.2949563547161635,"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."}}