{"id":"W72687659","doi":"10.1007/978-0-387-09408-3_14","title":"Approach to Cataract Extraction Combined with New Glaucoma Devices","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Glaucoma; Ophthalmology; Cataract extraction; Intraocular pressure; Lens (geology); Cataract surgery; Angle-closure glaucoma; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001568867,0.0006576274,0.0003014932,0.0008991358,0.0006350629,0.00104885,0.0006369192,0.001156492,0.03139815],"category_scores_gemma":[0.0002352307,0.0002050309,0.0005788978,0.0004422164,0.0007002805,0.001431977,0.0009667791,0.002177623,0.007914907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007049244,"about_ca_system_score_gemma":0.0007186757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008843182,"about_ca_topic_score_gemma":0.004747964,"domain_scores_codex":[0.9999077,0.00001089955,0.000005204545,0.00001633428,0.00005005016,0.000009744516],"domain_scores_gemma":[0.9999529,0.00002166341,0.000002937643,0.000004610577,0.00001140029,0.000006439647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003269443,0.0001206949,0.0002395068,0.0005250231,0.00002009104,0.001903451,0.0004369309,0.0009797962,0.002615295,0.1651516,0.2340539,0.593921],"study_design_scores_gemma":[0.000003440592,0.00001855489,0.0002929993,0.0001679632,0.000007598135,0.003425256,0.00006799978,0.0003093663,0.0004252415,0.02289866,0.9723732,0.00000958898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002138114,0.0639507,0.02867712,0.004716953,0.005506957,0.00005691039,0.0001218136,0.0002578041,0.8945736],"genre_scores_gemma":[0.01196695,0.05852285,0.02430523,0.003412095,0.002160216,0.0000593879,0.0001308898,0.0001414826,0.8993009],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03139815,"threshold_uncertainty_score":0.1050373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686690608217129,"score_gpt":0.2490711544961969,"score_spread":0.2322042484140256,"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."}}