{"id":"W4394767820","doi":"","title":"Minimally Invasive Bleb Surgery for Glaucoma: A Health Technology Assessment.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Trabeculectomy; Observational study; Glaucoma; Intraocular pressure; Randomized controlled trial; Grading (engineering); Glaucoma surgery; Evidence-based medicine; Intensive care medicine; Ophthalmology; Optometry; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06500928,0.001793234,0.006882761,0.03196443,0.0009953609,0.00688925,0.001872757,0.004218051,0.00569562],"category_scores_gemma":[0.1952965,0.001134017,0.01329103,0.02182906,0.001402584,0.005671815,0.004290601,0.003701248,0.0007139416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01613781,"about_ca_system_score_gemma":0.02336602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007753728,"about_ca_topic_score_gemma":0.01633269,"domain_scores_codex":[0.8975691,0.03753825,0.03022411,0.002397768,0.03119401,0.001076723],"domain_scores_gemma":[0.8032869,0.111374,0.04686256,0.002588608,0.03403372,0.001854256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006450497,0.000118187,0.006215816,0.5978468,0.01411029,0.0001079374,0.0004693286,0.0007480054,0.0003681773,0.00258666,0.01066731,0.3661164],"study_design_scores_gemma":[0.0006930197,0.001066588,0.02095493,0.8630757,0.04670369,0.0006109098,0.0004040275,0.000964428,0.0003640932,0.004005396,0.06099955,0.0001576408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009999997,0.9885762,0.000714943,0.005629936,0.0003607997,0.001404106,0.0009575578,0.0000262123,0.001330266],"genre_scores_gemma":[0.05046322,0.9131769,0.01749528,0.008530454,0.001020111,0.006829881,0.001931963,0.00003279714,0.0005192808],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06500928,"threshold_uncertainty_score":0.343806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561457420912882,"score_gpt":0.2917225797724761,"score_spread":0.2661080055633473,"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."}}