{"id":"W2085219282","doi":"10.1097/ijg.0000000000000125","title":"Risk Factors for a Severe Bleb Leak Following Trabeculectomy","year":2014,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement","funders":"","keywords":"Medicine; Trabeculectomy; Bleb (medicine); Leak; Surgery; Glaucoma; Intraocular pressure; Odds ratio; Risk factor; Ophthalmology; Internal medicine","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":[0.0004869199,0.0001813905,0.0005405272,0.0001728559,0.0001243488,0.00002558589,0.0001436744,0.0001156985,0.00004667017],"category_scores_gemma":[0.0007130512,0.000122365,0.0008068347,0.0001462349,0.0000336492,0.0001165335,0.00001421763,0.0003527233,0.000008451702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005409968,"about_ca_system_score_gemma":0.00009475044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002664214,"about_ca_topic_score_gemma":0.00002115703,"domain_scores_codex":[0.9986435,0.00007323229,0.0004898496,0.000134892,0.0003590691,0.0002994192],"domain_scores_gemma":[0.9987426,0.0003100213,0.000387338,0.0001610497,0.0001634427,0.0002355957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004354566,0.0001648683,0.9886522,0.00007300304,0.000345366,0.000036965,0.0003598759,4.028232e-7,0.002491923,0.0001060658,0.004581051,0.002752812],"study_design_scores_gemma":[0.005307954,0.002201215,0.941494,0.0002137918,0.0008339477,0.0004550145,0.0006322798,0.0003925716,0.001132796,0.000958448,0.04618062,0.000197371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928163,0.0003608258,0.00360572,0.0008469127,0.0005443019,0.0002369224,0.000003484884,0.00002064225,0.001564907],"genre_scores_gemma":[0.996774,0.00003762503,0.002066126,0.0002253612,0.0003162621,0.000002630851,0.000003989722,0.00003294381,0.0005410361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04715823,"threshold_uncertainty_score":0.4989899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009010036251712067,"score_gpt":0.2541886890965942,"score_spread":0.2451786528448821,"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."}}