{"id":"W2089125870","doi":"10.1046/j.1492-7535.2003.01248.x","title":"Nocturnal Dialysis - The 1st Australian Experience","year":2003,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Hemodialysis; Nocturnal; Home hemodialysis; Anesthesia; 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":[0.0007727249,0.0003431395,0.0004623538,0.0006643008,0.003802463,0.001400977,0.0008386028,0.001196983,0.004449258],"category_scores_gemma":[0.001817818,0.0003140192,0.0004060446,0.001801577,0.0006140352,0.001034176,0.002143966,0.00130111,0.0006608429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001944993,"about_ca_system_score_gemma":0.002324481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0233373,"about_ca_topic_score_gemma":0.04911327,"domain_scores_codex":[0.9991749,0.0002158755,0.00007521737,0.0001182354,0.0002182602,0.0001975907],"domain_scores_gemma":[0.998813,0.00006243286,0.0001677857,0.00008063509,0.0001400121,0.0007361235],"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":[0.000696046,0.00432312,0.3480538,0.00244474,0.0002004961,0.07912859,0.09878296,0.0005568331,0.004349013,0.004802649,0.04111031,0.4155515],"study_design_scores_gemma":[0.0001010968,0.003705154,0.5304074,0.001488317,0.0001152962,0.1944666,0.02572295,0.0007189704,0.0007361954,0.001814301,0.2405467,0.0001769153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212547,0.02496733,0.001063012,0.008081336,0.001125825,0.0002033332,0.000389478,0.00007222036,0.04284277],"genre_scores_gemma":[0.9544196,0.02040108,0.0009308173,0.005175078,0.0005632782,0.00009574569,0.0002119915,0.00003347794,0.01816901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0233373,"threshold_uncertainty_score":0.04640293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02476445109254721,"score_gpt":0.29731772415286,"score_spread":0.2725532730603127,"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."}}