{"id":"W2060642222","doi":"10.3129/i09-120","title":"Efficacy and safety of a steel drainage device implanted under a scleral flap","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Intraocular pressure; Glaucoma; Surgery; Ophthalmology; Glaucoma medication; Prospective cohort study; Glaucoma surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000187991,0.0001142023,0.0003999964,0.0002925022,0.00006189796,0.000007647965,0.00009715474,0.000117026,0.0002745952],"category_scores_gemma":[0.0001273775,0.00009244608,0.00008334096,0.0001568181,0.0001706786,0.0000460529,0.000005599901,0.0002545244,0.000003089583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005556282,"about_ca_system_score_gemma":0.0006837859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007228055,"about_ca_topic_score_gemma":0.0001129069,"domain_scores_codex":[0.9990749,0.00006623904,0.0003691502,0.0001033724,0.00009509747,0.0002912103],"domain_scores_gemma":[0.9989202,0.00006760445,0.0001710092,0.0001112012,0.0001678163,0.0005621837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01362509,0.0009765599,0.5870912,0.0007082234,0.001747098,0.2932942,0.006412052,0.00009000063,0.04905745,0.02195619,0.00544708,0.01959481],"study_design_scores_gemma":[0.002296824,0.001550867,0.773069,0.0001462024,0.00007716211,0.2214838,0.0002811146,0.000008998766,0.00005907717,0.0005772286,0.0003782171,0.00007150016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768671,0.00120509,0.00001358862,0.002815536,0.0001256281,0.0001318936,0.000006828192,0.000001823298,0.01883255],"genre_scores_gemma":[0.9990718,0.000008776804,0.0002408261,0.0002787799,0.00005315704,2.35742e-7,0.000003681085,0.00000893348,0.0003338546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1859778,"threshold_uncertainty_score":0.3769842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979909949631524,"score_gpt":0.278744416556316,"score_spread":0.2589453170600008,"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."}}