{"id":"W7112927119","doi":"","title":"Military Forensic Medicine","year":2025,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Standardization; Deliverable; Risk assessment; Military personnel","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001384278,0.0003053877,0.0009141795,0.001206301,0.0005863007,0.00000629266,0.0008188132,0.0003438893,0.01366217],"category_scores_gemma":[0.000201081,0.0003379658,0.0004793864,0.001257014,0.003931766,0.0001361189,0.0004646022,0.0007009183,0.0008092209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001072843,"about_ca_system_score_gemma":0.0005104156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005710952,"about_ca_topic_score_gemma":0.001951649,"domain_scores_codex":[0.9968418,0.0002733162,0.0003556286,0.0005949137,0.001291945,0.0006424068],"domain_scores_gemma":[0.9973113,0.0002961326,0.0002082648,0.0008957483,0.0009326189,0.0003559417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.02362281,0.003541784,0.4867806,0.007969956,0.009392109,0.007130699,0.1758731,0.00006496833,0.01647949,0.02054262,0.1864724,0.06212959],"study_design_scores_gemma":[0.00863648,0.001038592,0.02347975,0.002186956,0.001064717,0.00005547213,0.9428188,0.0005047666,0.0003204266,0.005234038,0.0141228,0.0005371959],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8160974,0.001039083,0.0008075067,0.001284442,0.00007001455,0.0007080017,0.0005339069,0.0000620575,0.1793976],"genre_scores_gemma":[0.9394756,0.0002484924,0.001677826,0.00004206069,0.00004778416,1.183431e-7,0.00008436602,0.00002934188,0.05839442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7669457,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624792819417815,"score_gpt":0.2745248925918667,"score_spread":0.2482769643976885,"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."}}