{"id":"W3134779583","doi":"10.1186/s12886-021-01869-8","title":"Recurrent epiphora after dacryocystorhinostomy surgery: Structural abnormalities identified with dacryocystography and long term outcomes of revision surgery","year":2021,"lang":"en","type":"article","venue":"BMC Ophthalmology","topic":"Nasolacrimal Duct Obstruction Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Dacryocystorhinostomy; Anastomosis; Surgery; Nasolacrimal duct obstruction","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002913095,0.0003858435,0.001297536,0.0004705596,0.00009240198,0.00003485423,0.0000731532,0.0001815534,0.0005246006],"category_scores_gemma":[0.0003017393,0.0002726034,0.0003515758,0.0004454568,0.0003799527,0.0002400151,0.0001153337,0.0002101303,0.000007684622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007464703,"about_ca_system_score_gemma":0.0002594543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007328596,"about_ca_topic_score_gemma":0.00001764457,"domain_scores_codex":[0.9974247,0.0003137316,0.0007655306,0.0006347611,0.0004085547,0.0004527442],"domain_scores_gemma":[0.9976403,0.0008057244,0.0003566095,0.0006360029,0.0003459598,0.0002153917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001269267,0.0001235315,0.9937626,0.0008340635,0.000341994,0.001860007,0.0001415855,2.54498e-7,0.0002316635,0.00003054646,0.0001272749,0.00127724],"study_design_scores_gemma":[0.0009530847,0.0001756301,0.9812381,0.0003453666,0.0003188591,0.01502525,0.0001763332,0.000001161915,0.001388407,0.00006221945,0.0000538519,0.0002616913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939778,0.004367229,0.00001767543,0.0001351054,0.0009798047,0.0003613083,0.00005503911,0.00004624381,0.00005973356],"genre_scores_gemma":[0.9976402,0.0001349528,0.001289808,0.00005338904,0.00008071506,0.00003813555,0.0002026366,0.00004570585,0.000514451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01316525,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0411757734323387,"score_gpt":0.3121896989410295,"score_spread":0.2710139255086908,"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."}}