{"id":"W4391024532","doi":"10.15353/cjo.v48i3.4502","title":"Vision Care News","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":false,"ca_institutions":"","funders":"","keywords":"Computer science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008819707,0.0009841532,0.000566174,0.002308946,0.001647927,0.004864372,0.001017923,0.004057235,0.4138636],"category_scores_gemma":[0.005347995,0.0003938255,0.0008552269,0.001214108,0.0005351173,0.00141069,0.001463811,0.003921717,0.2877745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001682045,"about_ca_system_score_gemma":0.003853337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01346309,"about_ca_topic_score_gemma":0.03397525,"domain_scores_codex":[0.9988784,0.0000875894,0.00004880588,0.00009439464,0.0006713424,0.0002193842],"domain_scores_gemma":[0.9957621,0.0003645706,0.0001832155,0.0001791011,0.002139797,0.001371402],"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":[0.00001227107,0.00001089126,0.00004944005,0.00003552926,0.000001378798,0.00005130876,0.000003705504,0.000002577103,0.00002717993,0.0002047918,0.9716936,0.0279073],"study_design_scores_gemma":[0.00001035,0.000008895361,0.0004348493,0.00009921416,0.000002979075,0.0001011164,0.00002316937,0.000008634624,0.00002381206,0.0001508126,0.9991331,0.000003000483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006406711,0.02340013,0.0002809802,0.09371018,0.16824,0.0001173087,0.001744192,0.0007971448,0.7110695],"genre_scores_gemma":[0.002436902,0.01189702,0.0003070211,0.03177108,0.03324049,0.0000489473,0.00128775,0.000218926,0.9187919],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4138636,"threshold_uncertainty_score":0.8360525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115084794519473,"score_gpt":0.3232263554857399,"score_spread":0.3120755075405452,"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."}}