{"id":"W2059789364","doi":"10.1016/j.jcjo.2012.07.004","title":"Serious ocular trauma: prevention is key","year":2012,"lang":"en","type":"editorial","venue":"Canadian Journal of Ophthalmology","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Key (lock); Medicine; Computer science; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006778508,0.0003614922,0.001148578,0.0006499456,0.0001259913,0.00004430156,0.0003220396,0.001524643,0.005159814],"category_scores_gemma":[0.000560853,0.0003244469,0.0006259351,0.0001584726,0.0002819865,0.0001497991,0.00001409874,0.001580628,0.0001041922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004077667,"about_ca_system_score_gemma":0.004605316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348812,"about_ca_topic_score_gemma":0.0001094019,"domain_scores_codex":[0.9975621,0.0001403269,0.0008885538,0.0002237117,0.0005232769,0.0006619972],"domain_scores_gemma":[0.9969059,0.0001142033,0.0006641877,0.0004045292,0.0006448053,0.001266372],"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":[0.0001240385,0.00006833734,0.001864823,0.0003087329,0.0007494739,0.02626751,0.0007738231,5.657628e-7,0.000006287519,0.0000785308,0.9687256,0.001032242],"study_design_scores_gemma":[0.001625927,0.001891551,0.002928118,0.0005367511,0.001171732,0.1341525,0.0001462102,8.101961e-7,0.00009180392,0.001222911,0.8558934,0.0003382485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.07085096,0.01169566,0.00003712053,0.000380492,0.876966,0.0004199203,0.0002455459,0.000008795243,0.03939548],"genre_scores_gemma":[0.4237847,0.00003076642,0.0008738132,0.00003830774,0.5668439,0.000006609909,0.0001972893,0.0001018111,0.008122825],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3529338,"threshold_uncertainty_score":0.9999208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02010249298475647,"score_gpt":0.3011377328094597,"score_spread":0.2810352398247032,"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."}}