{"id":"W2896612296","doi":"10.1016/j.jcjo.2018.08.006","title":"Conservative management of congenital dacryocystocele: resolution and complications","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Nasolacrimal Duct Obstruction Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Conservative management; Resolution (logic); Medicine; Computer science; Surgery; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001940708,0.0002857475,0.0003748694,0.0007266406,0.00101536,0.0004174775,0.0003551074,0.0006949161,0.0009990375],"category_scores_gemma":[0.001422204,0.0001137575,0.0003351596,0.0004005628,0.0004536793,0.0003373946,0.0003539778,0.001054518,0.0001752646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005993293,"about_ca_system_score_gemma":0.0006021555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315274,"about_ca_topic_score_gemma":0.003200911,"domain_scores_codex":[0.9998134,0.00003021883,0.00002398801,0.00001845251,0.00005766917,0.00005631651],"domain_scores_gemma":[0.9996719,0.0001034231,0.00005522934,0.00003131025,0.00002109558,0.0001171279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0021156,0.002437768,0.1491145,0.0004973338,0.0001695273,0.4379597,0.0009458453,0.001249207,0.03675133,0.001760192,0.006044099,0.3609549],"study_design_scores_gemma":[0.0003000099,0.003833076,0.2780338,0.0002147078,0.0001674648,0.6896472,0.0008121073,0.002674666,0.01261689,0.00128421,0.01034758,0.00006822146],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729323,0.01397829,0.002226274,0.002309533,0.0001939716,0.00005877172,0.0001053174,0.0000864448,0.008109136],"genre_scores_gemma":[0.9953721,0.002100456,0.001045619,0.0002917328,0.000232536,0.00001527498,0.00007649109,0.000007320241,0.0008584178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001315274,"threshold_uncertainty_score":0.004348397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04371005726196384,"score_gpt":0.311604150388226,"score_spread":0.2678940931262622,"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."}}