{"id":"W3210875298","doi":"10.15353/cjo.v48i1.4471","title":"Traumatic Retinal Detachment","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retinal detachment; Medicine; Retinal; Optometry; Ophthalmology; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002073816,0.000587297,0.001796564,0.0062903,0.0004658476,0.000453525,0.0008189067,0.0004103188,0.004219819],"category_scores_gemma":[0.001272469,0.000540236,0.00121789,0.00333139,0.0005566978,0.0006776587,0.00002183206,0.001839408,0.00006723426],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001832151,"about_ca_system_score_gemma":0.01874865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009287063,"about_ca_topic_score_gemma":0.001351113,"domain_scores_codex":[0.9940785,0.0002459408,0.002553636,0.0003381851,0.001343307,0.001440456],"domain_scores_gemma":[0.9869438,0.0002218631,0.001488349,0.0006107588,0.00279113,0.007944048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001093624,0.00009978063,0.9657526,0.0003674944,0.001313422,0.01776225,0.001379495,0.00006829304,0.0002771921,0.00006359077,0.01052917,0.002277367],"study_design_scores_gemma":[0.003674235,0.0009616146,0.9196469,0.002004954,0.00115067,0.05128051,0.004681985,0.00004524876,0.003123093,0.00003585154,0.01278361,0.0006113263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747809,0.01014188,0.001484079,0.003837322,0.002016219,0.0002281376,0.0001244633,0.000008524924,0.007378452],"genre_scores_gemma":[0.9874601,0.000189617,0.009352849,0.001036178,0.001027016,0.000001745062,0.00001964934,0.0001052864,0.000807566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04610568,"threshold_uncertainty_score":0.9997049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747736883086501,"score_gpt":0.3220217398398377,"score_spread":0.3045443710089726,"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."}}