{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002771828,0.0008814693,0.001253519,0.0008300011,0.003065819,0.003685662,0.002042135,0.02523401,0.01440446],"category_scores_gemma":[0.0305574,0.0006688053,0.001004941,0.0006771319,0.001612084,0.003476185,0.001352234,0.02244399,0.01504498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003059452,"about_ca_system_score_gemma":0.004712217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002769004,"about_ca_topic_score_gemma":0.003789011,"domain_scores_codex":[0.9976827,0.000474184,0.0003047277,0.0003363178,0.0008589589,0.000343143],"domain_scores_gemma":[0.991639,0.002385066,0.0006318783,0.0002336029,0.00350333,0.001607224],"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":[0.00000957843,0.000007204257,0.000117329,0.00002444256,0.000003345116,0.0008498742,0.00004553075,0.00001363464,0.00002686102,0.0002727461,0.9961025,0.002527113],"study_design_scores_gemma":[0.00003722587,0.00002965891,0.0007707923,0.000290689,0.00001417762,0.004768421,0.0003384601,0.0001623576,0.0001307546,0.001599812,0.9918195,0.000038112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004604097,0.001998628,0.0001205025,0.7872433,0.2054697,0.00002113559,0.00009607882,0.00008833504,0.004501922],"genre_scores_gemma":[0.003783985,0.001584471,0.0001499354,0.8489688,0.1312055,0.00003600819,0.00004728224,0.00004448615,0.01417949],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02523401,"threshold_uncertainty_score":0.04818779,"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."}}