{"id":"W4414415919","doi":"10.21203/rs.3.rs-7584888/v1","title":"Patient and Caregiver Perspectives on the Diagnosis and Management of Pediatric Renovascular Hypertension","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Multidisciplinary approach; Specialty; Disease; Anxiety; MEDLINE; Social support; Descriptive statistics; Emotional support","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":[0.0007304921,0.0001701548,0.000349401,0.0003460333,0.0001362352,0.00002910607,0.0001108474,0.0001451236,0.00001713077],"category_scores_gemma":[0.0002905395,0.00009757862,0.0001581599,0.0002700091,0.0002293537,0.00001441833,0.001270517,0.0006687724,0.000002640029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000685329,"about_ca_system_score_gemma":0.00006094769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001268574,"about_ca_topic_score_gemma":0.000002337059,"domain_scores_codex":[0.9979284,0.0003311103,0.0001726006,0.0005305026,0.0008047541,0.0002326205],"domain_scores_gemma":[0.9984244,0.0003481778,0.00004885241,0.0006582986,0.0004492459,0.00007099222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00308897,0.006133726,0.2644473,0.1326779,0.009829865,0.007013608,0.09390049,0.0004322779,0.0003122551,0.037741,0.05265517,0.3917674],"study_design_scores_gemma":[0.002887697,0.003490664,0.8540321,0.0138712,0.001520782,0.0000530206,0.1128587,0.0002801123,0.0019287,0.002469296,0.005984172,0.0006235357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462915,0.04831755,0.000009414064,0.002015645,0.0000443205,0.001721841,0.00003237063,0.00001986143,0.001547497],"genre_scores_gemma":[0.8094883,0.1897675,0.0001470528,0.00002416035,0.00006060094,0.0002882869,0.00001066674,0.000009651102,0.0002037456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5895848,"threshold_uncertainty_score":0.3979141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08880744730615946,"score_gpt":0.3629313755743611,"score_spread":0.2741239282682016,"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."}}