{"id":"W3156870917","doi":"10.5507/bp.2021.022","title":"No significant retinal damage induced by major orthopedic surgery - a pilot study","year":2021,"lang":"en","type":"article","venue":"Biomedical Papers","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Perioperative; Subclinical infection; Retinal; Orthopedic surgery; Nerve fiber layer; Surgery; Observational study; Prospective cohort study; Incidence (geometry); Anesthesia; Clinical trial; Ophthalmology; Internal medicine","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":[0.001388638,0.0005773627,0.0005619697,0.0003727023,0.0005505665,0.0003621332,0.0003256963,0.0005456263,0.003749239],"category_scores_gemma":[0.001869044,0.0002362396,0.0006239096,0.0003013119,0.0006643818,0.0003824403,0.000374373,0.000626142,0.0004567272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002473262,"about_ca_system_score_gemma":0.0007242447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00057503,"about_ca_topic_score_gemma":0.0006886186,"domain_scores_codex":[0.9992275,0.0003326964,0.00006696433,0.0001442918,0.0001145894,0.0001140092],"domain_scores_gemma":[0.9974641,0.0007814023,0.0006132835,0.0003606102,0.0002698752,0.0005107156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1406024,0.08274314,0.7021545,0.000833481,0.0008429922,0.005232497,0.000727042,0.0001965507,0.02923418,0.0002004823,0.001222571,0.0360102],"study_design_scores_gemma":[0.005703265,0.3982988,0.5856346,0.00004307184,0.0005501987,0.003892044,0.0004468773,0.0004189536,0.003188274,0.0001508666,0.001637135,0.0000359086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986646,0.0003105689,0.00013613,0.00002553215,0.00001838559,0.000272299,0.0001045506,0.000003924042,0.0004640613],"genre_scores_gemma":[0.998481,0.000264907,0.000213469,0.0001279547,0.00007732426,0.0002341339,0.000288687,0.000002420451,0.0003101057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003749239,"threshold_uncertainty_score":0.01254249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02781734246541659,"score_gpt":0.2831892576061709,"score_spread":0.2553719151407543,"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."}}