{"id":"W2031285029","doi":"10.1097/ijg.0b013e318255dbe7","title":"Persistent Leak After Glaucoma Aqueous Shunt Implantation","year":2012,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Sherbrooke; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Surgery; Trabeculectomy; Glaucoma; Endophthalmitis; Leak; Shunt (medical); Fistula; Complication; Uveitis; Ophthalmology; Glaucoma surgery","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":[0.0002473014,0.0001362711,0.000317232,0.0001363093,0.00004913314,0.00001673618,0.00005100721,0.00006988606,0.0003545969],"category_scores_gemma":[0.00003807989,0.00009762342,0.0003715191,0.000100076,0.0000249448,0.000249808,0.00001972286,0.0001950374,0.0001085962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001728994,"about_ca_system_score_gemma":0.0000603415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001697244,"about_ca_topic_score_gemma":0.000008936287,"domain_scores_codex":[0.9988507,0.00004816433,0.0004021332,0.0000792158,0.0003306124,0.0002891535],"domain_scores_gemma":[0.9991177,0.0000700879,0.0002340427,0.0001367506,0.0001199026,0.0003215096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001297065,0.000512526,0.9803348,0.00002954162,0.0002735415,0.00072405,0.0003775605,2.566767e-8,0.0007026036,0.0000199178,0.0008079287,0.01492048],"study_design_scores_gemma":[0.001296836,0.0006126445,0.9746522,0.0001106262,0.0004180334,0.00976892,0.0001426738,0.000009548685,0.001017127,0.00002410404,0.01185715,0.00009015558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944671,0.002909973,0.00004351273,0.0005353661,0.0007080741,0.0001065184,0.000004269364,0.00001244966,0.001212743],"genre_scores_gemma":[0.998008,0.0001011513,0.0003026969,0.000411893,0.0006480269,0.000004001612,0.000005921161,0.00001612437,0.0005022075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01483032,"threshold_uncertainty_score":0.3980967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621711611135165,"score_gpt":0.2628833308423584,"score_spread":0.2466662147310067,"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."}}