{"id":"W4293255274","doi":"10.48083/mbxr6354","title":"Pelvic Fracture Urethral Injury in Females","year":2022,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pelvic fracture; Urethra; Urethroplasty; Surgery; Fistula; Urinary incontinence; Anastomosis; Pelvis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003185949,0.0001511847,0.0002549944,0.0001977387,0.0002253172,0.00003068048,0.0002301104,0.0000927564,0.006937125],"category_scores_gemma":[0.0002118099,0.0001194827,0.0002190885,0.0001527615,0.00006460223,0.00009495806,0.0001502456,0.001219489,0.00002389561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002935002,"about_ca_system_score_gemma":0.0001350029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001715326,"about_ca_topic_score_gemma":0.00000461328,"domain_scores_codex":[0.9984868,0.0001406561,0.0003317443,0.0002187113,0.0005378762,0.0002842661],"domain_scores_gemma":[0.9994172,0.0001182394,0.0001702748,0.0001174823,0.00007767163,0.00009912309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009908201,0.001167545,0.9790809,0.000006229172,0.0002524877,0.001032842,0.0003312569,0.000532185,0.0001890437,0.0005603096,0.008833476,0.007022945],"study_design_scores_gemma":[0.003165978,0.001445299,0.926725,0.000007947127,0.0000544772,0.0007845048,0.0006281689,0.0002562176,0.00003278554,0.01730967,0.04944279,0.0001471211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716919,0.0009484254,0.00006254975,0.01837858,0.0005382825,0.0001791954,0.00002357975,0.00003848982,0.008138967],"genre_scores_gemma":[0.9889697,0.0001992219,0.0002637887,0.008307488,0.0002048222,0.00004350363,0.00006600741,0.00001244071,0.001933014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05235582,"threshold_uncertainty_score":0.9939707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04611976755791003,"score_gpt":0.3506882554071613,"score_spread":0.3045684878492512,"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."}}