{"id":"W4411089253","doi":"10.1007/s12630-025-02974-8","title":"Postoperative vision loss and visual disturbances in a Canadian provincial administrative data repository","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Optometry; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001820614,0.000637194,0.001017684,0.006785959,0.003829594,0.003231588,0.00354919,0.000853856,0.004906537],"category_scores_gemma":[0.01984011,0.000721645,0.001382951,0.03377572,0.0007961873,0.0009913056,0.001991273,0.001580291,0.0009524227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03795788,"about_ca_system_score_gemma":0.1038815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942069,"about_ca_topic_score_gemma":0.9941033,"domain_scores_codex":[0.9941452,0.0003011624,0.001082236,0.0006786288,0.002486413,0.001306358],"domain_scores_gemma":[0.9721057,0.002024387,0.005528892,0.001677485,0.01596148,0.002701943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002213082,0.0000730322,0.9464836,0.00034997,0.0002482016,0.0002240032,0.0005606975,0.0004325944,0.00008133071,0.0004336031,0.04495941,0.005932275],"study_design_scores_gemma":[0.00003521925,0.00001860725,0.9911248,0.000180826,0.0001060008,0.0001656973,0.001133357,0.0008894947,0.00007910333,0.00007354597,0.006147844,0.00004543398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.4106441,0.001462956,0.0004042984,0.001452771,0.00005915964,0.0004412503,0.5773259,0.0001561663,0.00805346],"genre_scores_gemma":[0.7659171,0.001629869,0.001361992,0.0007122399,0.00003330793,0.0004054714,0.2273703,0.00007741388,0.002492317],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03795788,"threshold_uncertainty_score":0.275405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333530150450788,"score_gpt":0.2917394309225785,"score_spread":0.2784041294180706,"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."}}