{"id":"W4220936716","doi":"10.1016/j.jcjo.2022.02.003","title":"Significance of subconjunctival hemorrhage in predicting ocular pathology for patients with orbital fracture","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of British Columbia; McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Logistic regression; Clinical pathology; Odds ratio; Hyphema; Retrospective cohort study; Ophthalmology; Incidence (geometry); Visual acuity; Surgical pathology; Surgery; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007364121,0.0005649291,0.0005022199,0.001913958,0.001057864,0.001381244,0.0008564954,0.001236397,0.0032931],"category_scores_gemma":[0.008646802,0.0003385898,0.0008287884,0.001274689,0.0007489492,0.001028611,0.0005250223,0.001326994,0.0004377557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006217669,"about_ca_system_score_gemma":0.001512153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008074089,"about_ca_topic_score_gemma":0.01177237,"domain_scores_codex":[0.9992398,0.0001292247,0.0001469567,0.00006962365,0.0002068217,0.0002075817],"domain_scores_gemma":[0.9956239,0.001722147,0.001087933,0.0001833402,0.0006510392,0.0007317262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007060235,0.00002393231,0.9972608,0.000007576343,0.00001604129,0.001155904,0.00003232322,0.00003941503,0.00008165792,0.00001978524,0.0001241993,0.001167632],"study_design_scores_gemma":[0.00001574863,0.0001969541,0.9841649,0.00005755284,0.0001491398,0.01131441,0.001522031,0.00160244,0.0002638483,0.0002351716,0.0004559944,0.00002188505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994122,0.001158088,0.0001888935,0.0006011868,0.00009412479,0.00001737302,0.0001806225,0.00001449205,0.003623279],"genre_scores_gemma":[0.9991415,0.0002671058,0.0001724558,0.00005603573,0.00009950154,0.000004211451,0.000103474,0.000003213787,0.000152605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008074089,"threshold_uncertainty_score":0.01605415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228515757676033,"score_gpt":0.2377813880049382,"score_spread":0.2254962304281779,"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."}}