{"id":"W6977161030","doi":"10.6084/m9.figshare.23651429.v1","title":"Additional file 4 of Profile of eye-related emergency department visits in Ontario – a Canadian perspective","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Perspective (graphical); Emergency department; Data collection; MEDLINE","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001150862,0.0008809067,0.00118804,0.007083005,0.00271192,0.002354947,0.002131953,0.0009743367,0.698449],"category_scores_gemma":[0.02472443,0.0006725753,0.001531702,0.01888175,0.000488636,0.001286522,0.001162981,0.0009035449,0.05283471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01856486,"about_ca_system_score_gemma":0.05314019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9633015,"about_ca_topic_score_gemma":0.9705926,"domain_scores_codex":[0.9981229,0.000112484,0.0002953256,0.0002477918,0.0006677675,0.0005537815],"domain_scores_gemma":[0.9764731,0.005138719,0.002406117,0.0008014473,0.01304614,0.002134509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001030803,0.00004079918,0.01153214,0.001238526,0.00005082036,0.00006695792,0.000179795,0.0002042517,0.00002211363,0.0004683414,0.9801387,0.005954566],"study_design_scores_gemma":[0.001082517,0.00007288864,0.2676936,0.004694518,0.0002237338,0.0004181645,0.002261933,0.0009073523,0.0001707165,0.001875647,0.7203996,0.000199401],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003936855,0.00004324264,0.00003927855,0.0001339278,0.0000267243,0.00008225803,0.9954933,0.00005828297,0.003729276],"genre_scores_gemma":[0.02301328,0.0007061152,0.001668517,0.0009276289,0.0001177669,0.001271552,0.9371126,0.0003062983,0.03487622],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.698449,"threshold_uncertainty_score":0.430126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02220912318195343,"score_gpt":0.263024827706747,"score_spread":0.2408157045247935,"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."}}