{"id":"W4408977086","doi":"10.2196/71948","title":"Intradialytic Changes and Prognostic Value of Ventriculo-Arterial Coupling in Patients With End-Stage Renal Disease: Protocol for an Observational Prospective Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Preprint; Medicine; End stage renal disease; Stage (stratigraphy); Disease; Internal medicine; Intensive care medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01688021,0.004443966,0.007153449,0.001220607,0.002668879,0.002432362,0.0016764,0.003859292,0.01806523],"category_scores_gemma":[0.0148647,0.001507099,0.003876864,0.00215914,0.002029139,0.002405566,0.00183332,0.003968251,0.004356897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002380014,"about_ca_system_score_gemma":0.009625994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001560319,"about_ca_topic_score_gemma":0.001814607,"domain_scores_codex":[0.9911848,0.005002518,0.001140345,0.0009828818,0.0007311318,0.0009582958],"domain_scores_gemma":[0.991593,0.001255336,0.001717187,0.001472848,0.002298842,0.001662742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9519244,0.01820043,0.006448261,0.002754234,0.002054141,0.0001744824,0.000202673,0.001250453,0.001463209,0.0008275345,0.00471278,0.009987356],"study_design_scores_gemma":[0.8732702,0.08577099,0.01858891,0.001074953,0.001965691,0.00008301081,0.0002323901,0.001969696,0.0008875729,0.0020674,0.01390699,0.0001822722],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03326003,0.0008240947,0.002879565,0.0005032104,0.0005522683,0.9565783,0.003506921,0.000110707,0.001784874],"genre_scores_gemma":[0.01955963,0.0002296707,0.002316593,0.0003090045,0.0001158924,0.9761837,0.0008222642,0.000008569568,0.0004546874],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01806523,"threshold_uncertainty_score":0.0892722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1648989770346574,"score_gpt":0.4794344153431023,"score_spread":0.3145354383084449,"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."}}