{"id":"W4246584976","doi":"10.52054/fvvo.13.1.199","title":"Letter to the Editor","year":2021,"lang":"en","type":"letter","venue":"Facts Views and Vision in ObGyn","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obstetrics and gynaecology; Regret; Certification; Medicine; Statement (logic); Specialty; Curriculum; Medical education; Cystoscopy; Family medicine; Obstetrics; Alternative medicine; Psychology; Management; Pregnancy; Law; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.0001165248,0.0001965859,0.0003431434,0.00008979814,0.00008708734,0.0000820378,0.0001380375,0.0003133313,0.0003389065],"category_scores_gemma":[0.00007286961,0.0001131839,0.00009368525,0.0001673432,0.00002579675,0.00003264469,0.0001183604,0.001116656,0.0001847525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002863027,"about_ca_system_score_gemma":0.00004709879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003420921,"about_ca_topic_score_gemma":0.00002353134,"domain_scores_codex":[0.998792,0.00005555022,0.000280163,0.0003832332,0.0002549169,0.0002341716],"domain_scores_gemma":[0.9992056,0.00009170824,0.00006030096,0.0005004408,0.0000659223,0.00007595192],"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":[0.000005842367,0.00001585335,0.00005498291,0.0001059654,0.000009589886,0.00004082977,0.0001122336,4.072617e-7,0.00005651551,0.000005224451,0.9950138,0.00457874],"study_design_scores_gemma":[0.0001941355,0.0001118772,0.003107568,0.0004377852,0.00002903429,0.00002656532,0.000007981034,0.00001879317,0.00001357848,0.00003911367,0.9958771,0.0001365102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005135448,0.001641943,0.00008218071,0.9937739,0.001760643,0.0005440128,0.00002229476,0.00001668478,0.001644755],"genre_scores_gemma":[0.0009346351,0.0002755976,0.000204921,0.9581718,0.03136116,0.00009388237,0.000178972,0.00002676227,0.008752246],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03560212,"threshold_uncertainty_score":0.4851378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03764063716589428,"score_gpt":0.3371489108858111,"score_spread":0.2995082737199168,"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."}}