{"id":"W4377221221","doi":"10.2196/48109","title":"Comprehensive Acute Kidney Injury Survivor Care: Protocol for the Randomized Acute Kidney Injury in Care Transitions Pilot Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Agency for Healthcare Research and Quality","keywords":"Medicine; Randomized controlled trial; Randomization; Dialysis; Intervention (counseling); Acute care; Protocol (science); Acute kidney injury; Family medicine; Emergency medicine; Health care; Nursing; Internal medicine; Alternative medicine","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":[0.05778673,0.008015784,0.00938341,0.002778535,0.005114205,0.005511197,0.004436641,0.00620689,0.06402132],"category_scores_gemma":[0.04472703,0.003634957,0.004872411,0.004466469,0.003653948,0.004656639,0.003487401,0.01145889,0.01055479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006029237,"about_ca_system_score_gemma":0.01755267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003061163,"about_ca_topic_score_gemma":0.005544777,"domain_scores_codex":[0.9526256,0.03290017,0.004625415,0.002727249,0.004074436,0.003047104],"domain_scores_gemma":[0.9798958,0.005793146,0.003778987,0.003263378,0.005260207,0.002008449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8638977,0.02723277,0.002761759,0.01479669,0.003073939,0.0004068976,0.0009269174,0.003092959,0.001738418,0.009265153,0.04908216,0.02372465],"study_design_scores_gemma":[0.9171505,0.01923978,0.003703462,0.002998873,0.0009895083,0.00009349576,0.0003611866,0.004715837,0.001216824,0.004963544,0.04443129,0.0001357175],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001352745,0.0001065951,0.001390143,0.0001747482,0.0002486169,0.9945744,0.001467171,0.00007574898,0.0006098315],"genre_scores_gemma":[0.000846173,0.00003120407,0.00141774,0.00006218853,0.0000153142,0.9972857,0.0001487359,0.00000530967,0.0001875935],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06402132,"threshold_uncertainty_score":0.3056091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2128766984771641,"score_gpt":0.5622931472266522,"score_spread":0.3494164487494881,"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."}}