{"id":"W3187056790","doi":"10.1016/j.jcjo.2021.06.014","title":"Dacryops and clinical diagnostic challenges","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Nasolacrimal Duct Obstruction Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Lacrimal gland; Ptosis; Retrospective cohort study; Dermoid cyst; Medical diagnosis; Clinical diagnosis; Lesion; Eyelid; Physical examination; Cyst; Surgery; Radiology; Pathology; Pediatrics","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":[0.007809469,0.001080923,0.001331536,0.006024789,0.003781392,0.004947791,0.002969664,0.006004702,0.007401801],"category_scores_gemma":[0.03167687,0.0008309848,0.0008038641,0.002181934,0.005891613,0.007126926,0.003384853,0.007690274,0.002384698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00443657,"about_ca_system_score_gemma":0.006798945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008185765,"about_ca_topic_score_gemma":0.01672898,"domain_scores_codex":[0.9950873,0.00117128,0.0006700176,0.0005790716,0.001531172,0.0009611783],"domain_scores_gemma":[0.9822415,0.00880837,0.001280359,0.0006147518,0.004682732,0.002372237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0002276181,0.0004025894,0.1093355,0.001280508,0.0000912326,0.190066,0.002935669,0.001349941,0.001885653,0.04961052,0.1723333,0.4704815],"study_design_scores_gemma":[0.00006671278,0.0001121554,0.02759058,0.004497197,0.00008646871,0.7203522,0.01380015,0.002395365,0.0005560628,0.07341488,0.1569583,0.000169947],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04916167,0.3124136,0.008569437,0.5307389,0.007090978,0.0001268296,0.0004245546,0.0002609659,0.09121308],"genre_scores_gemma":[0.6497162,0.1983077,0.02734123,0.06475251,0.04967833,0.000217597,0.0007542292,0.0001370986,0.009095173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008185765,"threshold_uncertainty_score":0.04130095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0688313840973548,"score_gpt":0.3507700116273124,"score_spread":0.2819386275299576,"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."}}