{"id":"W4288064887","doi":"10.1007/978-3-030-94530-5_41","title":"MIGS in Special Cases","year":2022,"lang":"en","type":"book-chapter","venue":"Essentials in ophthalmology/Essentials ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology","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":[0.0003933019,0.0004010966,0.0003758348,0.00114498,0.0006979962,0.001051004,0.0005795565,0.001223414,0.05091355],"category_scores_gemma":[0.001208916,0.0002026076,0.0003469411,0.0005774986,0.0007579926,0.000904767,0.002589182,0.001939344,0.01404594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005232251,"about_ca_system_score_gemma":0.0007563953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006938388,"about_ca_topic_score_gemma":0.003003079,"domain_scores_codex":[0.999773,0.00003922361,0.00001499159,0.00002156209,0.00007832659,0.00007294326],"domain_scores_gemma":[0.9996939,0.00007617158,0.0000209943,0.00002333471,0.00004010505,0.0001455026],"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":[0.00002544767,0.0001138822,0.001426299,0.0002006833,0.000004612852,0.005400004,0.0006259172,0.000196935,0.0003192823,0.03040025,0.7449406,0.2163461],"study_design_scores_gemma":[0.000004179288,0.00001933265,0.001280355,0.0003412844,0.000003348003,0.01220492,0.0002313287,0.00006474401,0.00005173034,0.007198374,0.9785962,0.000004216661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005307327,0.03503076,0.002071798,0.01139698,0.01266088,0.00006356041,0.0001177069,0.0002381011,0.933113],"genre_scores_gemma":[0.05194484,0.03553215,0.004265733,0.01398559,0.01272657,0.0001212281,0.0003907256,0.0002034365,0.8808297],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05091355,"threshold_uncertainty_score":0.1703228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03484578285233317,"score_gpt":0.3160561992628201,"score_spread":0.2812104164104869,"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."}}