{"id":"W1995122443","doi":"10.1007/s11255-006-9049-x","title":"Gartner duct cyst simplified treatment approach","year":2006,"lang":"en","type":"article","venue":"International Urology and Nephrology","topic":"Urologic and reproductive health conditions","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; McGill University","funders":"","keywords":"Medicine; Marsupialization; Nephrology; Cyst; Duct (anatomy); General surgery; Internal medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.00009721588,0.0001317542,0.0002329771,0.0001383702,0.0001104191,0.000004832361,0.00005432097,0.0002000089,0.0002572293],"category_scores_gemma":[0.0000292898,0.0000982632,0.00005662649,0.00005172248,0.0003560857,0.00003555147,0.00003019895,0.0001582234,0.00006330518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000377627,"about_ca_system_score_gemma":0.00004621235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008015057,"about_ca_topic_score_gemma":0.00002012326,"domain_scores_codex":[0.9990147,0.00006660751,0.0002130764,0.0003962623,0.00007689766,0.0002324878],"domain_scores_gemma":[0.9995344,0.00008849963,0.00006419702,0.0001621137,0.00008564607,0.0000651261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.006521823,0.005246861,0.2438269,0.000047059,0.001709766,0.001189994,0.0004019313,0.0005010105,0.03063319,0.6411657,0.05919548,0.009560267],"study_design_scores_gemma":[0.00259539,0.001576554,0.5192688,7.922675e-7,0.0001294876,0.005026273,0.00001858067,0.000644169,0.0001053274,0.01315402,0.4573525,0.0001280894],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8705102,0.0008629122,0.001259172,0.04563133,0.0005604292,0.0003887173,0.00003302076,0.0001012178,0.08065298],"genre_scores_gemma":[0.987503,0.0000837489,0.000491228,0.007632503,0.0008775532,0.00007912239,0.0002428818,0.000009672117,0.003080292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6280116,"threshold_uncertainty_score":0.4007057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01872751750975557,"score_gpt":0.2917125502783446,"score_spread":0.2729850327685891,"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."}}