{"id":"W2790861377","doi":"10.1016/j.annemergmed.2017.10.026","title":"A Male Teenager With Dysuria","year":2018,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Royal Columbian Hospital","funders":"","keywords":"Dysuria; Medicine; Chills; Foreign body; Urethra; Emergency department; Lower urinary tract symptoms; Surgery; Genitourinary system; Pediatrics; General surgery; Urinary system; Prostate; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005193327,0.0002131593,0.0005448292,0.0001978536,0.0000590723,6.883194e-7,0.0001444709,0.00009153254,0.04892426],"category_scores_gemma":[0.001073434,0.0001272438,0.0001001146,0.0006527942,0.0008035463,0.00007466736,0.00003724904,0.0001685585,0.0001673533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007017627,"about_ca_system_score_gemma":0.00009337883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001495921,"about_ca_topic_score_gemma":0.00002556891,"domain_scores_codex":[0.9978653,0.00003725932,0.0006133397,0.0003118443,0.0007746723,0.0003976074],"domain_scores_gemma":[0.9980154,0.00006321105,0.0001872367,0.0005429665,0.0008041196,0.0003870576],"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":[0.001690446,0.0004430735,0.0773116,0.000481106,0.0003527066,0.0002766819,0.0008266022,2.915245e-7,0.01083131,0.002860824,0.9018703,0.003055059],"study_design_scores_gemma":[0.01085334,0.05827526,0.2447293,0.004783355,0.001314321,0.00181161,0.001939233,0.000288947,0.06508842,0.004537906,0.6051748,0.001203519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7543839,0.00174399,0.0001974192,0.01297329,0.0008781956,0.0003853304,0.000007566534,0.00007166193,0.2293587],"genre_scores_gemma":[0.9798048,0.0006170397,0.0003630854,0.001477125,0.002162559,0.00001492299,0.00002522884,0.00003744545,0.01549786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2966956,"threshold_uncertainty_score":0.9519451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1560122775804507,"score_gpt":0.4114869870215104,"score_spread":0.2554747094410597,"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."}}