{"id":"W4322627127","doi":"10.1038/s41433-023-02441-y","title":"Changing trends in anaesthesia for trabeculectomy: a clinical effectiveness and safety analysis","year":2023,"lang":"en","type":"article","venue":"Eye","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Trabeculectomy; Medicine; Glaucoma; Anesthesia; MEDLINE; 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":[0.009401965,0.0002730898,0.001427357,0.002394494,0.0004434213,0.001359047,0.0005330908,0.0007318433,0.003651109],"category_scores_gemma":[0.02862184,0.0002178882,0.003206378,0.003921398,0.0004456006,0.001826539,0.0005468873,0.001249112,0.0005434743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002045754,"about_ca_system_score_gemma":0.002166406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001571548,"about_ca_topic_score_gemma":0.002457377,"domain_scores_codex":[0.9885331,0.002698578,0.002870629,0.0008545402,0.004657025,0.0003861628],"domain_scores_gemma":[0.9616153,0.01572121,0.01364366,0.0007489306,0.007073236,0.001197583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01441287,0.001366106,0.6908457,0.007496473,0.005488913,0.0003323467,0.0005675437,0.0007629921,0.0005637439,0.0008275411,0.005377484,0.2719584],"study_design_scores_gemma":[0.00114942,0.01795071,0.9457379,0.00281259,0.01064323,0.001944283,0.001440213,0.002197546,0.0006902092,0.0008434326,0.01445095,0.0001394413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7951604,0.1817552,0.002410755,0.004273403,0.0004639701,0.001114971,0.006488978,0.00004781631,0.008284602],"genre_scores_gemma":[0.9587281,0.03346976,0.002239071,0.001163968,0.0006048412,0.0004796671,0.002660601,0.00002755665,0.000626463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009401965,"threshold_uncertainty_score":0.04972291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211406946932327,"score_gpt":0.3564092262024434,"score_spread":0.3352685315092107,"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."}}