{"id":"W2016440923","doi":"10.1001/jamaophthalmol.2013.1885","title":"Dacryops","year":2013,"lang":"en","type":"article","venue":"JAMA Ophthalmology","topic":"Nasolacrimal Duct Obstruction Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Pathogenesis; Lacrimal gland; Pathology; Inflammation; Stroma; Cyst; Immune system; Immunology; Immunohistochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004156817,0.000120478,0.0002260633,0.00009282227,0.00004318768,0.00001810255,0.00006978727,0.0001490588,0.01048092],"category_scores_gemma":[0.0001291047,0.00008448089,0.00006859282,0.0001339929,0.00008198622,0.0001464179,0.00004117105,0.0001629309,0.00503732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006845303,"about_ca_system_score_gemma":0.00003523309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001575471,"about_ca_topic_score_gemma":1.130084e-7,"domain_scores_codex":[0.9991627,0.00003802535,0.0001777804,0.0002359501,0.0001201279,0.0002654457],"domain_scores_gemma":[0.9993222,0.00004663903,0.00004812743,0.0003116726,0.000116716,0.0001546277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002489611,0.0008196449,0.8522174,0.00009061476,0.000390398,0.004239921,0.0002551307,0.000001683941,0.05818843,0.002330898,0.03527445,0.0459425],"study_design_scores_gemma":[0.001739676,0.0004974244,0.9585099,0.0000102342,0.00004105963,0.02885166,0.00007215892,0.00001342572,0.003904647,0.002361614,0.003893748,0.0001044571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9272913,0.00007428942,0.00000798598,0.003293861,0.0003891185,0.0003370188,0.000002179074,0.00006920272,0.06853507],"genre_scores_gemma":[0.9794896,0.000003863083,0.003600771,0.0005179621,0.0002126592,0.00007576925,0.00002103696,0.00002114102,0.01605725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1062925,"threshold_uncertainty_score":0.9957374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005122361544318,"score_gpt":0.2926178434541313,"score_spread":0.2725666198386881,"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."}}