{"id":"W4311081052","doi":"10.1111/aos.15292","title":"Probing mechanisms and improving management of glaucoma following Boston keratoprosthesis surgery","year":2022,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"European Society of Cataract and Refractive Surgeons; McGill University; BrightFocus Foundation; Association for Research in Vision and Ophthalmology","keywords":"Keratoprosthesis; Glaucoma; Medicine; Ophthalmology; Cornea; Glaucoma surgery; Intraocular pressure; Corneal transplantation; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001298671,0.000304147,0.0003160904,0.001016763,0.0003698572,0.0009341795,0.0004951344,0.0007037387,0.00623236],"category_scores_gemma":[0.004437749,0.0001096101,0.000445398,0.0004368933,0.000337828,0.0008006888,0.0005148742,0.0008654869,0.001155597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006805255,"about_ca_system_score_gemma":0.001486714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008781466,"about_ca_topic_score_gemma":0.001784933,"domain_scores_codex":[0.9995073,0.0001294679,0.0000838173,0.00004351134,0.0001779885,0.00005797809],"domain_scores_gemma":[0.9978151,0.0006309398,0.0008296791,0.00003847044,0.0004927914,0.0001929335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006962607,0.0005748823,0.04970909,0.01215062,0.0002138159,0.001811664,0.001824122,0.0003723056,0.008364356,0.00621928,0.2267304,0.6913331],"study_design_scores_gemma":[0.0001831249,0.00372966,0.2790377,0.01479704,0.0005621067,0.01075811,0.00396448,0.0006853678,0.008293684,0.008680485,0.6691777,0.0001305081],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1106485,0.6699279,0.003647479,0.166169,0.01424758,0.0003162959,0.001405193,0.0002121658,0.03342589],"genre_scores_gemma":[0.3481466,0.5620175,0.008116645,0.02757048,0.01947183,0.0003520701,0.001091956,0.00006757806,0.03316534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00623236,"threshold_uncertainty_score":0.02084929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785381680335812,"score_gpt":0.2445538255963969,"score_spread":0.2267000087930388,"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."}}