{"id":"W7117241876","doi":"10.5281/zenodo.18048349","title":"What are the guidelines for using local anesthesia for evisceration surgery in Canada?","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Female Genital Mutilation/Cutting Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Local anesthesia; Evisceration (ophthalmology); MEDLINE; Clinical Practice; Local anesthetic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00246273,0.000324771,0.0005103168,0.0004672953,0.002588102,0.001215495,0.0006757104,0.0001417762,0.0008708782],"category_scores_gemma":[0.006959674,0.0003044154,0.0001533882,0.001171059,0.0002256613,0.0005317573,0.0003470753,0.0003031691,0.0001231053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713074,"about_ca_system_score_gemma":0.0003375054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01418952,"about_ca_topic_score_gemma":0.004894061,"domain_scores_codex":[0.9964334,0.0004883786,0.001092392,0.0006947118,0.000563861,0.0007272995],"domain_scores_gemma":[0.9944779,0.0005731428,0.0003790771,0.0006719955,0.00373,0.0001678809],"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":[0.001800106,0.0003072551,0.0004732719,0.002785511,0.0003239772,0.00007071868,0.002153283,0.007691029,0.001266652,0.003451666,0.6189418,0.3607347],"study_design_scores_gemma":[0.001381606,0.000168694,0.002741658,0.002139658,0.0002003565,0.0001305506,0.015669,0.1192856,0.001556871,0.0002506917,0.8561,0.0003753093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4064539,0.02245429,0.2803292,0.2556624,0.004811292,0.0235702,0.0008381114,0.0011853,0.004695344],"genre_scores_gemma":[0.9904169,0.0004504915,0.0009297579,0.002921827,0.0006804495,0.000001010153,0.001473464,0.001472007,0.001654038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.583963,"threshold_uncertainty_score":0.9999408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124819595304073,"score_gpt":0.3263438241493207,"score_spread":0.2015242288452477,"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."}}