{"id":"W4402114297","doi":"10.22541/au.172516289.96272525/v1","title":"not-yet-known not-yet-known not-yet-known unknown Medication review interventions for adults living with advanced chronic kidney disease: a scoping review","year":2024,"lang":"en","type":"review","venue":"","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polypharmacy; Kidney disease; Psychological intervention; Population; Pharmacy; Health care; Family medicine; Intensive care medicine; Internal medicine; Environmental health; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01735864,0.001571859,0.008169989,0.01770528,0.001315729,0.005540845,0.002101267,0.003137206,0.00885573],"category_scores_gemma":[0.09333758,0.001252148,0.005345912,0.01879342,0.001455016,0.0048622,0.002659924,0.001643467,0.001202735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006032999,"about_ca_system_score_gemma":0.02092197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00611217,"about_ca_topic_score_gemma":0.01727136,"domain_scores_codex":[0.9826506,0.006360337,0.006898654,0.0009388734,0.002720251,0.0004312952],"domain_scores_gemma":[0.9279524,0.05247303,0.01202005,0.0009533574,0.005907701,0.0006935253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001112736,0.00001973842,0.0003148596,0.9479241,0.001706592,0.00007843434,0.0004054837,0.0000799428,0.000135767,0.0005177017,0.003703755,0.04500247],"study_design_scores_gemma":[0.00005849686,0.00004615886,0.0005828645,0.9767631,0.004641932,0.00007596439,0.0001755799,0.00004007304,0.00005880909,0.0002293261,0.01731648,0.00001119093],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007389822,0.9939348,0.00039779,0.0009966849,0.0005284454,0.00175743,0.0006819447,0.0000211318,0.0009428705],"genre_scores_gemma":[0.006064585,0.9880815,0.0010575,0.0009500645,0.0002318885,0.002688156,0.0004338005,0.0000126008,0.0004799712],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01770528,"threshold_uncertainty_score":0.09180242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1636950015511828,"score_gpt":0.4932475661815169,"score_spread":0.3295525646303341,"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."}}