{"id":"W2605092366","doi":"10.1097/ijg.0000000000000679","title":"Glaucoma Drainage Device Erosion Following Ptosis Surgery","year":2017,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Hotel Dieu Hospital; Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Ptosis; Glaucoma; Surgery; Implant; Eyelid; Glaucoma surgery; Drainage; Ophthalmology","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":[],"consensus_categories":[],"category_scores_codex":[0.001025516,0.0002695802,0.0008684065,0.0003071834,0.0005830898,0.0001677003,0.0004371273,0.0001801101,0.00009568804],"category_scores_gemma":[0.0008214358,0.0002030245,0.001084349,0.0001310583,0.0001229285,0.0005040464,0.0001184613,0.0005203901,0.00005666873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009825054,"about_ca_system_score_gemma":0.0002232349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009742672,"about_ca_topic_score_gemma":0.00002771712,"domain_scores_codex":[0.9976592,0.00009203025,0.0008309918,0.0002171843,0.0007514672,0.0004491187],"domain_scores_gemma":[0.9974236,0.0002335973,0.001034043,0.0006572938,0.0002697544,0.0003817131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000392029,0.0002198157,0.9701658,0.0001073195,0.0001930851,0.00155372,0.0001290335,5.14004e-9,0.01524813,0.000115137,0.005753628,0.006122255],"study_design_scores_gemma":[0.001635939,0.0003601165,0.9745492,0.0009403256,0.0003985841,0.001107996,0.000224816,0.00003248287,0.002713379,0.0003340032,0.01748934,0.00021382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861075,0.001102718,0.0002644424,0.00595445,0.001500863,0.0001695163,0.000001571037,0.00002779007,0.004871178],"genre_scores_gemma":[0.9968284,0.0001621023,0.001111859,0.0006358395,0.0005248276,0.000002470554,0.000003378575,0.00004640176,0.0006846792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01253475,"threshold_uncertainty_score":0.8279098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02327244734006805,"score_gpt":0.2920909947915926,"score_spread":0.2688185474515246,"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."}}