{"id":"W4226111984","doi":"10.1007/978-3-030-42634-7_162","title":"Minimally Invasive Glaucoma Surgery (MIGS)","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Prism Eye Institute; University of Toronto; Centre Hospitalier de l’Université de Montréal; Université de Montréal; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Glaucoma; Glaucoma surgery; Invasive surgery; Surgery; Ophthalmology","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":[0.0001646657,0.0006802074,0.0003397527,0.001022937,0.0006109393,0.001399762,0.0004675076,0.00109775,0.08421811],"category_scores_gemma":[0.0003565106,0.0002253787,0.0004091809,0.0007080775,0.0005051763,0.00132639,0.001119669,0.001775597,0.03652973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004598386,"about_ca_system_score_gemma":0.0005746555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001250432,"about_ca_topic_score_gemma":0.005711242,"domain_scores_codex":[0.9998759,0.00001206171,0.000004761291,0.00001545505,0.00008113334,0.00001067574],"domain_scores_gemma":[0.9999102,0.00004770602,0.000004932071,0.000006924335,0.0000190164,0.0000112246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001557092,0.00005249715,0.00008473117,0.0003566067,0.000004187273,0.0003089331,0.0001883047,0.0003563827,0.001207001,0.0669401,0.4908647,0.4396211],"study_design_scores_gemma":[0.000001404935,0.00001121057,0.0001768927,0.0001840699,0.000001590992,0.0006770122,0.00003195255,0.0001008889,0.0001504732,0.008430966,0.9902289,0.000004534763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004591337,0.03660721,0.003991012,0.001287111,0.00339285,0.00003122058,0.0001448524,0.000188484,0.953898],"genre_scores_gemma":[0.001989991,0.021072,0.002953374,0.001172182,0.0008250941,0.00002968154,0.0001113113,0.00008943999,0.9717569],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08421811,"threshold_uncertainty_score":0.2817377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968957705720762,"score_gpt":0.2307009312623212,"score_spread":0.2110113542051136,"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."}}