{"id":"W3126683837","doi":"10.26443/mjm.v19i1.322","title":"Approach to: Ocular trauma","year":2021,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Hyphema; Eyelid; Presentation (obstetrics); Major trauma; Differential diagnosis; Emergency department; Eye injuries; Case presentation; Medical history; Facial trauma; Surgery; Medical emergency; Poison control; Visual acuity; Injury prevention; Pathology; Psychiatry","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":[0.0002189016,0.001109533,0.0004922208,0.001290245,0.001925417,0.001671198,0.0009487217,0.00373722,0.1224097],"category_scores_gemma":[0.00158044,0.0002520557,0.000603802,0.000394621,0.0006768065,0.002233323,0.003216518,0.004244861,0.04285496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000979802,"about_ca_system_score_gemma":0.002358127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001469604,"about_ca_topic_score_gemma":0.003859695,"domain_scores_codex":[0.9997246,0.00003769613,0.00003269944,0.00004590886,0.00008346202,0.00007570441],"domain_scores_gemma":[0.9996046,0.00003981969,0.00003596106,0.00002297637,0.0001171827,0.000179481],"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":[0.00009330997,0.0002791932,0.008687039,0.0007198286,0.0000199454,0.08760484,0.001147468,0.0002165782,0.001992495,0.005819762,0.6436931,0.2497264],"study_design_scores_gemma":[0.00004571003,0.000228378,0.005044075,0.001475024,0.00002110173,0.1943552,0.002183678,0.0002118292,0.000658208,0.01125537,0.7844673,0.00005406444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02533181,0.03793547,0.01665701,0.2263341,0.04968495,0.001269384,0.0008827238,0.002283276,0.6396213],"genre_scores_gemma":[0.1352127,0.0678222,0.01274527,0.1413218,0.06550142,0.0004554188,0.000802013,0.0003905003,0.5757487],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1224097,"threshold_uncertainty_score":0.4095014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04024063223908617,"score_gpt":0.3027130039191991,"score_spread":0.2624723716801129,"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."}}