{"id":"W4238141694","doi":"10.1007/978-3-030-53058-7_49","title":"Canaloplasty and Cataract Extraction","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Credit Valley Hospital; Kensington Health; Trillium Health Centre","funders":"","keywords":"Trabeculectomy; Trabecular meshwork; Medicine; Glaucoma; Cataract extraction; Ophthalmology; Glaucoma surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001959634,0.0006690316,0.0004373067,0.001284026,0.001267167,0.001908199,0.0005442973,0.001761944,0.05267651],"category_scores_gemma":[0.0005010339,0.0002605337,0.000327358,0.0009589338,0.001299293,0.002015349,0.001507778,0.002376764,0.01639744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008809067,"about_ca_system_score_gemma":0.0009783924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00261485,"about_ca_topic_score_gemma":0.01597,"domain_scores_codex":[0.99985,0.00002830428,0.000007523257,0.00001850208,0.00007320732,0.00002245421],"domain_scores_gemma":[0.9998904,0.0000635775,0.000007084231,0.000008692563,0.00001670439,0.00001360619],"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":[0.00002460774,0.00007577911,0.0001668702,0.0004591125,0.000005596776,0.0006376504,0.0006816667,0.0005121166,0.0005821286,0.2073953,0.467761,0.3216982],"study_design_scores_gemma":[0.000001647381,0.000009169961,0.0001922704,0.0001471978,0.000001448087,0.0005622845,0.00009195721,0.00004625032,0.00005647728,0.017462,0.9814249,0.000004380795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006333654,0.04660469,0.001440149,0.002458489,0.002784528,0.00003206364,0.00007362208,0.00005506798,0.945918],"genre_scores_gemma":[0.003399843,0.02976139,0.001209418,0.002021723,0.001445972,0.00002869216,0.00006287512,0.00005062315,0.9620194],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05267651,"threshold_uncertainty_score":0.1762205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256128194766544,"score_gpt":0.2493644571042301,"score_spread":0.2368031751565646,"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."}}