{"id":"W4410519454","doi":"10.1111/hdi.13252","title":"Developing and Evaluating a Home Hemodialysis Training Program—A Quality Improvement Study","year":2025,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Modalities; Qualitative property; Program evaluation; Training (meteorology); Focus group; Nursing; Physical therapy; Surgery","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":[0.05312721,0.0004751006,0.0008045623,0.001419412,0.001103171,0.001942982,0.001319245,0.0007621152,0.0008228594],"category_scores_gemma":[0.04414403,0.0004331275,0.0009930643,0.002107983,0.0008420455,0.001533561,0.001807892,0.0009907703,0.0001355415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00540243,"about_ca_system_score_gemma":0.00891068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003026784,"about_ca_topic_score_gemma":0.004651256,"domain_scores_codex":[0.9661407,0.02302399,0.003634662,0.001450966,0.004515844,0.001233829],"domain_scores_gemma":[0.9607564,0.01436565,0.009769941,0.00183756,0.009355679,0.003914759],"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":[0.005796676,0.04383302,0.3719072,0.005873185,0.001082284,0.0004054655,0.03062582,0.001870967,0.003204541,0.0003975847,0.001904065,0.5330992],"study_design_scores_gemma":[0.005384938,0.07409663,0.8883705,0.001798361,0.0007661953,0.0002438688,0.01689399,0.002815895,0.003708888,0.0001594095,0.005627107,0.0001342258],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910514,0.0007050965,0.001253599,0.0002797107,0.00003902882,0.005456745,0.0001898996,0.00003637878,0.000988242],"genre_scores_gemma":[0.9823732,0.0006971707,0.00982301,0.0002555667,0.00004315445,0.006127136,0.0004199228,0.00001110274,0.0002496035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05312721,"threshold_uncertainty_score":0.2809669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0749931558165167,"score_gpt":0.4087887223811761,"score_spread":0.3337955665646595,"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."}}