{"id":"W1608500820","doi":"10.1111/j.1492-7535.2004.0085bm.x","title":"Training Patients for Nocturnal Home Hemodialysis","year":2004,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Medicine; Home hemodialysis; Dialysis; Physical therapy; Nocturnal; Surgery; Internal 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":[0.0005037879,0.0002827715,0.000153264,0.0001665211,0.0007655563,0.0002539747,0.0003243174,0.0004866772,0.01274897],"category_scores_gemma":[0.001097676,0.0001123235,0.0002210179,0.0001084722,0.0002018042,0.0002792895,0.0006666493,0.0004344192,0.002059291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002316307,"about_ca_system_score_gemma":0.0006040306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005561692,"about_ca_topic_score_gemma":0.001099666,"domain_scores_codex":[0.9998348,0.00004793637,0.00001075782,0.00002767215,0.00002315263,0.00005569765],"domain_scores_gemma":[0.9993089,0.00006606992,0.0000755394,0.00003491516,0.00004867154,0.000465809],"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":[0.00158681,0.01411499,0.2906928,0.0010843,0.00006211407,0.001799588,0.005275758,0.0005940511,0.01636429,0.0003222222,0.03211403,0.6359891],"study_design_scores_gemma":[0.001218724,0.0196395,0.8377813,0.0007981148,0.0001453077,0.01099193,0.005521207,0.001499161,0.006875569,0.0008154769,0.1146164,0.00009741479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851694,0.001148756,0.001662368,0.002153732,0.0003154791,0.0004196471,0.000121722,0.0001833391,0.00882565],"genre_scores_gemma":[0.9835575,0.001157815,0.005368451,0.002211499,0.0002785955,0.0005077093,0.0003968553,0.00001817672,0.006503431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01274897,"threshold_uncertainty_score":0.04264951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025919930499185,"score_gpt":0.2837586108285576,"score_spread":0.2578386803293726,"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."}}