{"id":"W7126470157","doi":"10.36104/amc.2025.4682","title":"Infecciones del tracto urinario recurrentes en mujeres","year":2025,"lang":"","type":"article","venue":"Acta Médica Colombiana","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asymptomatic bacteriuria; Quarter (Canadian coin); Incidence (geometry); Population","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001074197,0.0009177718,0.00119116,0.001550206,0.0007827188,0.0002691761,0.0008450883,0.0006874795,0.006514213],"category_scores_gemma":[0.001552049,0.001007773,0.0005543968,0.002157129,0.0004754434,0.0006945649,0.0007806336,0.001686979,0.001922421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191021,"about_ca_system_score_gemma":0.001226168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009253073,"about_ca_topic_score_gemma":0.0004278317,"domain_scores_codex":[0.9944862,0.000547802,0.001492687,0.001339716,0.0007992079,0.001334461],"domain_scores_gemma":[0.9955141,0.001277808,0.0004892648,0.001803094,0.0003788271,0.0005368892],"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":[0.002173129,0.04569793,0.1394714,0.003276134,0.006313391,0.0009889884,0.002026133,0.00006120082,0.001344524,0.02452201,0.6295307,0.1445945],"study_design_scores_gemma":[0.00378187,0.004900784,0.1832732,0.001535841,0.002385051,0.00009050158,0.0009502898,0.0005183399,0.0004232322,0.0007134283,0.8006756,0.0007519446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.687457,0.01274745,0.0006641122,0.04932426,0.007710565,0.004389148,0.0001027064,0.0007904672,0.2368143],"genre_scores_gemma":[0.9378616,0.005557819,0.000302387,0.002172977,0.0004938499,0.0002849149,0.0001352107,0.00009234988,0.05309893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2504045,"threshold_uncertainty_score":0.9992372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009864826267125374,"score_gpt":0.2970716074749912,"score_spread":0.2872067812078659,"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."}}