{"id":"W2590990396","doi":"10.14740/wjon999w","title":"“Look Before You Leap”: Urachal Mass in Adults","year":2017,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; General surgery; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005666406,0.0001378465,0.0006861915,0.0003059939,0.0001924849,0.00001001108,0.0002594522,0.0001312655,0.0001852437],"category_scores_gemma":[0.0003277518,0.0001051937,0.0001622218,0.00007646278,0.0003616202,0.0001916479,0.0000982383,0.0007198689,0.00005535238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002428615,"about_ca_system_score_gemma":0.000270814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001935843,"about_ca_topic_score_gemma":0.001652583,"domain_scores_codex":[0.9987686,0.00007861476,0.000548413,0.0001429589,0.0001680186,0.0002933578],"domain_scores_gemma":[0.9986885,0.0001050675,0.0006294681,0.0002520146,0.0001790779,0.0001459229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005789119,0.001044169,0.8782399,0.00007807661,0.0003186319,0.01430935,0.001522,0.000005945359,0.0003292516,0.0005670599,0.01286524,0.08493126],"study_design_scores_gemma":[0.007828083,0.008695326,0.7425551,0.0002378046,0.0001513412,0.002789218,0.0006216574,0.00001245559,0.00008081611,0.001267993,0.2356573,0.0001029279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8719399,0.001278579,0.000007815923,0.03417579,0.001211244,0.0001542162,0.000002895443,0.00000750118,0.09122204],"genre_scores_gemma":[0.9833866,0.0001893985,0.001332306,0.0007262892,0.0009023536,0.000004619026,0.000001233926,0.00001173342,0.01344541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.222792,"threshold_uncertainty_score":0.4289674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0267589251922658,"score_gpt":0.3423096541205712,"score_spread":0.3155507289283054,"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."}}